Hinrich Schütze

650 papers A* 63A 20B 34C 2Misc 2Journal 323Unranked 200
YearRankTypeTitle / Venue / Authors
2026 — conf
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages.
EACL (Findings)
Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich
2026 J jnl
Calibration Is Not Enough: Evaluating Confidence Estimation Under Language Variations.
CoRR
Yuxi Xia, Dennis Ulmer, Terra Blevins, Yihong Liu, Hinrich Schütze, Benjamin Roth
2026 J jnl
Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models.
CoRR
Yihong Liu, Bingyu Xiong, Hinrich Schütze
2026 J jnl
GLUScope: A Tool for Analyzing GLU Neurons in Transformer Language Models.
CoRR
Sebastian Gerstner, Hinrich Schütze
2026 A* conf
GlotWeb: Web Indexing for Minority Languages.
WWW
Abdullah Al Sefat, Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2026 J jnl
High-Rank Structured Modulation for Parameter-Efficient Fine-Tuning.
CoRR
Yongkang Liu, Xing Li, Mengjie Zhao, Shanru Zhang, Zijing Wang, Qian Li, Shi Feng, Feiliang Ren, Daling Wang, Hinrich Schütze
2026 J jnl
Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners.
CoRR
Yihong Liu, Raoyuan Zhao, Hinrich Schütze, Michael A. Hedderich
2026 J jnl
Left, Right, or Center? Evaluating LLM Framing in News Classification and Generation.
CoRR
Molly Kennedy, Ali Parker, Yihong Liu, Hinrich Schütze
2026 J jnl
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models.
CoRR
Hengyuan Zhang, Zhihao Zhang, Mingyang Wang, Zunhai Su, Yiwei Wang, Qianli Wang, Shuzhou Yuan, Ercong Nie, Xufeng Duan, Qibo Xue, Zeping Yu, Chenming Shang, Xiao Liang, Jing Xiong, Hui Shen, Chaofan Tao, Zhengwu Liu, Senjie Jin, Zhiheng Xi, Dongdong Zhang, Sophia Ananiadou, Tao Gui, Ruobing Xie, Hayden Kwok-Hay So, Hinrich Schütze, Xuanjing Huang, Qi Zhang, Ngai Wong
2026 J jnl
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation.
CoRR
Qianli Wang, Van Bach Nguyen, Yihong Liu, Fedor Splitt, Nils Feldhus, Christin Seifert, Hinrich Schütze, Sebastian Möller, Vera Schmitt
2026 — conf
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions.
EACL (Volume 1: Long Papers)
Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi, Hinrich Schütze, Benjamin Roth
2026 J jnl
PlaM: Training-Free Plateau-Guided Model Merging for Better Visual Grounding in MLLMs.
CoRR
Zijing Wang, Yongkang Liu, Mingyang Wang, Ercong Nie, Deyuan Chen, Zhengjie Zhao, Shi Feng, Daling Wang, Xiaocui Yang, Yifei Zhang, Hinrich Schütze
2026 J jnl
Relational Linearity is a Predictor of Hallucinations.
CoRR
Yuetian Lu, Yihong Liu, Hinrich Schütze
2026 J jnl
SAD: A Large-Scale Strategic Argumentative Dialogue Dataset.
CoRR
Yongkang Liu, Jiayang Yu, Mingyang Wang, Yiqun Zhang, Ercong Nie, Shi Feng, Daling Wang, Kaisong Song, Hinrich Schütze
2026 J jnl
The Anatomy of an Edit: Mechanism-Guided Activation Steering for Knowledge Editing.
CoRR
Yuan Cao, Mingyang Wang, Hinrich Schütze
2026 J jnl
Why Better Cross-Lingual Alignment Fails for Better Cross-Lingual Transfer: Case of Encoders.
CoRR
Yana Veitsman, Yihong Liu, Hinrich Schütze
2026 J jnl
With Argus Eyes: Assessing Retrieval Gaps via Uncertainty Scoring to Detect and Remedy Retrieval Blind Spots.
CoRR
Zeinab Sadat Taghavi, Ali Modarressi, Hinrich Schütze, Andreas Marfurt
2025 J jnl
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages.
CoRR
Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich
2025 — conf
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models.
NAACL (Findings)
Peiqin Lin, André F. T. Martins, Hinrich Schütze
2025 — conf
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning.
ACL (1)
Ercong Nie, Bo Shao, Mingyang Wang, Zifeng Ding, Helmut Schmid, Hinrich Schütze
2025 J jnl
BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods.
CoRR
Philipp Mondorf, Mingyang Wang, Sebastian Gerstner, Ahmad Dawar Hakimi, Yihong Liu, Leonor Veloso, Shijia Zhou, Hinrich Schütze, Barbara Plank
2025 J jnl
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion.
CoRR
Mingyang Wang, Alisa Stoll, Lukas Lange, Heike Adel, Hinrich Schütze, Jannik Strötgen
2025 J jnl
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation.
Trans. Assoc. Comput. Linguistics
Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze
2025 J jnl
CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process.
CoRR
Jinhe Bi, Danqi Yan, Yifan Wang, Wenke Huang, Haokun Chen, Guancheng Wan, Mang Ye, Xun Xiao, Hinrich Schütze, Volker Tresp, Yunpu Ma
2025 — conf
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence.
ACL (1)
Mohsen Fayyaz, Ali Modarressi, Hinrich Schütze, Nanyun Peng
2025 J jnl
Collapse of Dense Retrievers: Short, Early, and Literal Biases Outranking Factual Evidence.
CoRR
Mohsen Fayyaz, Ali Modarressi, Hinrich Schütze, Nanyun Peng
2025 — conf
Decomposed Prompting: Probing Multilingual Linguistic Structure Knowledge in Large Language Models.
IJCNLP-AACL (Findings)
Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2025 — conf
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing.
EMNLP (Findings)
Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A. Hedderich, Hinrich Schütze
2025 J jnl
Do We Know What LLMs Don't Know? A Study of Consistency in Knowledge Probing.
CoRR
Raoyuan Zhao, Abdullatif Köksal, Ali Modarressi, Michael A. Hedderich, Hinrich Schütze
2025 J jnl
Enhancing Robustness of Autoregressive Language Models against Orthographic Attacks via Pixel-based Approach.
CoRR
Han Yang, Jian Lan, Yihong Liu, Hinrich Schütze, Thomas Seidl
2025 J jnl
Evaluating Robustness of Large Language Models Against Multilingual Typographical Errors.
CoRR
Yihong Liu, Raoyuan Zhao, Lena Altinger, Hinrich Schütze, Michael A. Hedderich
2025 J jnl
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents.
CoRR
Tobias Lindenbauer, Georg Groh, Hinrich Schütze
2025 — conf
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization.
ACL (4)
Enes Özeren, Yihong Liu, Hinrich Schütze
2025 J jnl
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization.
CoRR
Enes Özeren, Yihong Liu, Hinrich Schütze
2025 J jnl
Hateful Person or Hateful Model? Investigating the Role of Personas in Hate Speech Detection by Large Language Models.
CoRR
Shuzhou Yuan, Ercong Nie, Mario Tawfelis, Helmut Schmid, Hinrich Schütze, Michael Färber
2025 — conf
How Programming Concepts and Neurons Are Shared in Code Language Models.
ACL (Findings)
Amir Hossein Kargaran, Yihong Liu, François Yvon, Hinrich Schütze
2025 J jnl
How Programming Concepts and Neurons Are Shared in Code Language Models.
CoRR
Amir Hossein Kargaran, Yihong Liu, François Yvon, Hinrich Schütze
2025 B conf
How Transliterations Improve Crosslingual Alignment.
COLING
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze
2025 J jnl
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering.
CoRR
Jian Lan, Zhicheng Liu, Udo Schlegel, Raoyuan Zhao, Yihong Liu, Hinrich Schütze, Michael A. Hedderich, Thomas Seidl
2025 A* conf
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge.
EMNLP
Zeinab Sadat Taghavi, Ali Modarressi, Yunpu Ma, Hinrich Schütze
2025 J jnl
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge.
CoRR
Zeinab Sadat Taghavi, Ali Modarressi, Yunpu Ma, Hinrich Schütze
2025 — conf
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification.
IJCNLP-AACL (Findings)
Shuzhou Yuan, Ercong Nie, Lukas Kouba, Helmut Schmid, Hinrich Schütze, Michael Färber
2025 J jnl
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification.
CoRR
Shuzhou Yuan, Ercong Nie, Lukas Kouba, Ashish Yashwanth Kangen, Helmut Schmid, Hinrich Schütze, Michael Färber
2025 — conf
LangSAMP: Language-Script Aware Multilingual Pretraining.
ACL (1)
Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze
2025 A* conf
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.
EMNLP
Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schütze
2025 J jnl
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes.
CoRR
Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schütze
2025 — conf
Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence.
ACL (Findings)
Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2025 J jnl
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning.
CoRR
Yongkang Liu, Xingle Xu, Ercong Nie, Zijing Wang, Shi Feng, Daling Wang, Qian Li, Hinrich Schütze
2025 — conf
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models.
ACL (1)
Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze
2025 J jnl
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models.
CoRR
Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strötgen, Hinrich Schütze
2025 — conf
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment.
ACL (Findings)
Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal, Jana Diesner, François Yvon, Hinrich Schütze
2025 J jnl
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
Trans. Assoc. Comput. Linguistics
Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze
2025 — conf
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models.
EMNLP (Findings)
Ercong Nie, Helmut Schmid, Hinrich Schütze
2025 J jnl
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models.
CoRR
Ercong Nie, Helmut Schmid, Hinrich Schütze
2025 J jnl
MemLLM: Finetuning LLMs to Use Explicit Read-Write Memory.
Trans. Mach. Learn. Res.
Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2025 J jnl
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning.
CoRR
Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma
2025 A* conf
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
ICML
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 J jnl
NoLiMa: Long-Context Evaluation Beyond Literal Matching.
CoRR
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Trung Bui, Ryan A. Rossi, Seunghyun Yoon, Hinrich Schütze
2025 A* conf
On Relation-Specific Neurons in Large Language Models.
EMNLP
Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, François Yvon, Hinrich Schütze
2025 J jnl
On Relation-Specific Neurons in Large Language Models.
CoRR
Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, François Yvon, Hinrich Schütze
2025 J jnl
On the Entity-Level Alignment in Crosslingual Consistency.
CoRR
Yihong Liu, Mingyang Wang, François Yvon, Hinrich Schütze
2025 J jnl
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions.
CoRR
Pedro Henrique Luz de Araujo, Michael A. Hedderich, Ali Modarressi, Hinrich Schütze, Benjamin Roth
2025 — conf
Privacy-Preserving Federated Learning for Hate Speech Detection.
NAACL (Student Research Workshop)
Ivo De Souza Bueno Júnior, Haotian Ye, Axel Wisiorek, Hinrich Schütze
2025 J jnl
Refusal Direction is Universal Across Safety-Aligned Languages.
CoRR
Xinpeng Wang, Mingyang Wang, Yihong Liu, Hinrich Schütze, Barbara Plank
2025 J jnl
SLAyiNG: Towards Queer Language Processing.
CoRR
Leonor Veloso, Lea Hirlimann, Philipp Wicke, Hinrich Schütze
2025 J jnl
Steering MoE LLMs via Expert (De)Activation.
CoRR
Mohsen Fayyaz, Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt, Ryan A. Rossi, Trung Bui, Hinrich Schütze, Nanyun Peng
2025 — conf
Taxi1500: A Dataset for Multilingual Text Classification in 1500 Languages.
NAACL (Short Papers)
Chunlan Ma, Ayyoob Imani, Haotian Ye, Renhao Pei, Ehsaneddin Asgari, Hinrich Schütze
2025 J jnl
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability.
CoRR
Qianli Wang, Mingyang Wang, Nils Feldhus, Simon Ostermann, Yuan Cao, Hinrich Schütze, Sebastian Möller, Vera Schmitt
2025 J jnl
Through the LLM Looking Glass: A Socratic Self-Assessment of Donkeys, Elephants, and Markets.
CoRR
Molly Kennedy, Ayyoob Imani, Timo Spinde, Hinrich Schütze
2025 — conf
Time Course MechInterp: Analyzing the Evolution of Components and Knowledge in Large Language Models.
ACL (Findings)
Ahmad Dawar Hakimi, Ali Modarressi, Philipp Wicke, Hinrich Schütze
2025 J jnl
Time Course MechInterp: Analyzing the Evolution of Components and Knowledge in Large Language Models.
CoRR
Ahmad Dawar Hakimi, Ali Modarressi, Philipp Wicke, Hinrich Schütze
2025 — conf
Tracing Multilingual Factual Knowledge Acquisition in Pretraining.
EMNLP (Findings)
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze
2025 J jnl
Tracing Multilingual Factual Knowledge Acquisition in Pretraining.
CoRR
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, François Yvon, Hinrich Schütze
2025 B conf
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data.
COLING
Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze
2025 J jnl
Understanding Gated Neurons in Transformers from Their Input-Output Functionality.
CoRR
Sebastian Gerstner, Hinrich Schütze
2025 — conf
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu.
ACL (1)
Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schütze
2025 J jnl
Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu.
CoRR
Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schütze
2025 J jnl
Why Do More Experts Fail? A Theoretical Analysis of Model Merging.
CoRR
Zijing Wang, Xingle Xu, Yongkang Liu, Yiqun Zhang, Peiqin Lin, Shi Feng, Xiaocui Yang, Daling Wang, Hinrich Schütze
2025 — conf
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples.
NAACL (Findings)
Peiqin Lin, André F. T. Martins, Hinrich Schütze
2025 J jnl
XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs.
CoRR
Linyang He, Ercong Nie, Sukru Samet Dindar, Arsalan Firoozi, Adrian Florea, Van Nguyen, Corentin Puffay, Riki Shimizu, Haotian Ye, Jonathan Brennan, Helmut Schmid, Hinrich Schütze, Nima Mesgarani
2025 J jnl
XToM: Exploring the Multilingual Theory of Mind for Large Language Models.
CoRR
Chunkit Chan, Yauwai Yim, Hongchuan Zeng, Zhiying Zou, Xinyuan Cheng, Zhifan Sun, Zheye Deng, Kawai Chung, Yuzhuo Ao, Yixiang Fan, Cheng Jiayang, Ercong Nie, Ginny Y. Wong, Helmut Schmid, Hinrich Schütze, Simon See, Yangqiu Song
2025 — conf
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding.
ACL (4)
Qi Feng, Yihong Liu, Hinrich Schütze
2025 J jnl
Your Pretrained Model Tells the Difficulty Itself: A Self-Adaptive Curriculum Learning Paradigm for Natural Language Understanding.
CoRR
Qi Feng, Yihong Liu, Hinrich Schütze
2024 J jnl
A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities.
CoRR
Haotian Ye, Axel Wisiorek, Antonis Maronikolakis, Özge Alaçam, Hinrich Schütze
2024 J jnl
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models.
CoRR
Peiqin Lin, André F. T. Martins, Hinrich Schütze
2024 J jnl
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation.
CoRR
Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 — conf
A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation.
ECML/PKDD (2)
Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 J jnl
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning.
CoRR
Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze
2024 — conf
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization.
EMNLP (Findings)
Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strötgen, Hinrich Schütze
2024 J jnl
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization.
CoRR
Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strötgen, Hinrich Schütze
2024 — conf
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment.
EMNLP (Findings)
Orgest Xhelili, Yihong Liu, Hinrich Schütze
2024 J jnl
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment.
CoRR
Orgest Xhelili, Yihong Liu, Hinrich Schütze
2024 J jnl
CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation.
CoRR
Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze
2024 A conf
ChatZero: Zero-Shot Cross-Lingual Dialogue Generation via Pseudo-Target Language.
ECAI
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 J jnl
ChatZero:Zero-shot Cross-Lingual Dialogue Generation via Pseudo-Target Language.
CoRR
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 J jnl
Consistent Document-Level Relation Extraction via Counterfactuals.
CoRR
Ali Modarressi, Abdullatif Köksal, Hinrich Schütze
2024 — conf
Consistent Document-level Relation Extraction via Counterfactuals.
EMNLP (Findings)
Ali Modarressi, Abdullatif Köksal, Hinrich Schütze
2024 — conf
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons.
LREC/COLING
Shijia Zhou, Leonie Weissweiler, Taiqi He, Hinrich Schütze, David R. Mortensen, Lori S. Levin
2024 J jnl
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons.
CoRR
Shijia Zhou, Leonie Weissweiler, Taiqi He, Hinrich Schütze, David R. Mortensen, Lori S. Levin
2024 J jnl
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models.
CoRR
Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
Derivational Morphology Reveals Analogical Generalization in Large Language Models.
CoRR
Valentin Hofmann, Leonie Weissweiler, David R. Mortensen, Hinrich Schütze, Janet B. Pierrehumbert
2024 J jnl
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models.
CoRR
Shaoxiong Ji, Zihao Li, Indraneil Paul, Jaakko Paavola, Peiqin Lin, Pinzhen Chen, Dayyán O'Brien, Hengyu Luo, Hinrich Schütze, Jörg Tiedemann, Barry Haddow
2024 J jnl
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts.
CoRR
Chunlan Ma, Yihong Liu, Haotian Ye, Hinrich Schütze
2024 — conf
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network.
ACL (Findings)
Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
2024 J jnl
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network.
CoRR
Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze
2024 J jnl
Geographic Adaptation of Pretrained Language Models.
Trans. Assoc. Comput. Linguistics
Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
2024 A* conf
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages.
NeurIPS
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2024 J jnl
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages.
CoRR
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2024 — conf
GlotScript: A Resource and Tool for Low Resource Writing System Identification.
LREC/COLING
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2024 A* conf
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
EMNLP
Yongkang Liu, Yiqun Zhang, Qian Li, Tong Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 J jnl
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
CoRR
Yongkang Liu, Yiqun Zhang, Qian Li, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2024 J jnl
How Transliterations Improve Crosslingual Alignment.
CoRR
Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, Haotian Ye, Chunlan Ma, François Yvon, Hinrich Schütze
2024 J jnl
How far can bias go? - Tracing bias from pretraining data to alignment.
CoRR
Marion Thaler, Abdullatif Köksal, Alina Leidinger, Anna Korhonen, Hinrich Schütze
2024 — ed.
Human-Friendly Robotics 2023 - HFR: 16th International Workshop on Human-Friendly Robotics, Munich, Germany, 20-21 September 2023.
HFR
Cristina Piazza, Patricia Capsi-Morales, Luis F. C. Figueredo, Manuel Keppler, Hinrich Schütze
2024 J jnl
Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena.
CoRR
Leonie Weissweiler, Abdullatif Köksal, Hinrich Schütze
2024 J jnl
Joint Lemmatization and Morphological Tagging with LEMMING.
CoRR
Thomas Müller, Ryan Cotterell, Alexander Fraser, Hinrich Schütze
2024 — conf
Kardeş-NLU: Transfer to Low-Resource Languages with Big Brother's Help - A Benchmark and Evaluation for Turkic Languages.
EACL (1)
Lütfi Kerem Senel, Benedikt Ebing, Konul Baghirova, Hinrich Schütze, Goran Glavas
2024 J jnl
Labeled Morphological Segmentation with Semi-Markov Models.
CoRR
Ryan Cotterell, Thomas Müller, Alexander Fraser, Hinrich Schütze
2024 J jnl
LangSAMP: Language-Script Aware Multilingual Pretraining.
CoRR
Yihong Liu, Haotian Ye, Chunlan Ma, Mingyang Wang, Hinrich Schütze
2024 J jnl
Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning.
CoRR
Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan
2024 J jnl
Learn it or Leave it: Module Composition and Pruning for Continual Learning.
CoRR
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2024 — conf
LongForm: Effective Instruction Tuning with Reverse Instructions.
EMNLP (Findings)
Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze
2024 J jnl
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment.
CoRR
Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal, Jana Diesner, François Yvon, Hinrich Schütze
2024 J jnl
MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions.
CoRR
Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze
2024 J jnl
MaLA-500: Massive Language Adaptation of Large Language Models.
CoRR
Peiqin Lin, Shaoxiong Ji, Jörg Tiedemann, André F. T. Martins, Hinrich Schütze
2024 — conf
MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank.
LREC/COLING
Verena Blaschke, Barbara Kovacic, Siyao Peng, Hinrich Schütze, Barbara Plank
2024 J jnl
MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank.
CoRR
Verena Blaschke, Barbara Kovacic, Siyao Peng, Hinrich Schütze, Barbara Plank
2024 — conf
MaskLID: Code-Switching Language Identification through Iterative Masking.
ACL (Short Papers)
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2024 J jnl
MaskLID: Code-Switching Language Identification through Iterative Masking.
CoRR
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2024 J jnl
MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory.
CoRR
Ali Modarressi, Abdullatif Köksal, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2024 J jnl
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer.
CoRR
Haotian Ye, Yihong Liu, Chunlan Ma, Hinrich Schütze
2024 — conf
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining.
NAACL-HLT (Findings)
Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze
2024 — conf
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models.
ACL (1)
Paul Röttger, Valentin Hofmann, Valentina Pyatkin, Musashi Hinck, Hannah Kirk, Hinrich Schütze, Dirk Hovy
2024 J jnl
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models.
CoRR
Paul Röttger, Valentin Hofmann, Valentina Pyatkin, Musashi Hinck, Hannah Rose Kirk, Hinrich Schütze, Dirk Hovy
2024 J jnl
Problem Solving Through Human-AI Preference-Based Cooperation.
CoRR
Subhabrata Dutta, Timo Kaufmann, Goran Glavas, Ivan Habernal, Kristian Kersting, Frauke Kreuter, Mira Mezini, Iryna Gurevych, Eyke Hüllermeier, Hinrich Schütze
2024 — conf
Rehearsal-Free Modular and Compositional Continual Learning for Language Models.
NAACL (Short Papers)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2024 J jnl
Rehearsal-Free Modular and Compositional Continual Learning for Language Models.
CoRR
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2024 J jnl
Robustness Testing of Multi-Modal Models in Varied Home Environments for Assistive Robots.
CoRR
Lea Hirlimann, Shengqiang Zhang, Hinrich Schütze, Philipp Wicke
2024 J jnl
SYNTHEVAL: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists.
CoRR
Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze
2024 — conf
SilverAlign: MT-Based Silver Data Algorithm for Evaluating Word Alignment.
LREC/COLING
Abdullatif Köksal, Silvia Severini, Hinrich Schütze
2024 — conf
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic Evaluation.
EMNLP (Findings)
Raoyuan Zhao, Abdullatif Köksal, Yihong Liu, Leonie Weissweiler, Anna Korhonen, Hinrich Schütze
2024 — conf
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
EACL (1)
Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
CoRR
Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze
2024 J jnl
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data.
CoRR
Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze
2024 — conf
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models.
ACL (1)
Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze
2024 J jnl
TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models.
CoRR
Yihong Liu, Chunlan Ma, Haotian Ye, Hinrich Schütze
2024 — conf
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish.
EMNLP (Findings)
Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze
2024 J jnl
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish.
CoRR
Arda Yüksel, Abdullatif Köksal, Lütfi Kerem Senel, Anna Korhonen, Hinrich Schütze
2024 J jnl
UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies.
CoRR
Leonie Weissweiler, Nina Böbel, Kirian Guiller, Santiago Herrera, Wesley Scivetti, Arthur Lorenzi Almeida, Nurit Melnik, Archna Bhatia, Hinrich Schütze, Lori S. Levin, Amir Zeldes, Joakim Nivre, William Croft, Nathan Schneider
2024 — conf
UCxn: Typologically-Informed Annotation of Constructions Atop Universal Dependencies.
LREC/COLING
Leonie Weissweiler, Nina Böbel, Kirian Guiller, Santiago Herrera, Wesley Samuel Scivetti, Arthur Lorenzi Almeida, Nurit Melnik, Archna Bhatia, Hinrich Schütze, Lori S. Levin, Amir Zeldes, Joakim Nivre, William Croft, Nathan Schneider
2024 — conf
Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs.
LREC/COLING
David R. Mortensen, Valentina Izrailevitch, Yunze Xiao, Hinrich Schütze, Leonie Weissweiler
2024 J jnl
Verbing Weirds Language (Models): Evaluation of English Zero-Derivation in Five LLMs.
CoRR
David R. Mortensen, Valentina Izrailevitch, Yunze Xiao, Hinrich Schütze, Leonie Weissweiler
2024 J jnl
What Do Dialect Speakers Want? A Survey of Attitudes Towards Language Technology for German Dialects.
CoRR
Verena Blaschke, Christoph Purschke, Hinrich Schütze, Barbara Plank
2024 J jnl
XAMPLER: Learning to Retrieve Cross-Lingual In-Context Examples.
CoRR
Peiqin Lin, André F. T. Martins, Hinrich Schütze
2024 — conf
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models.
EACL (Findings)
Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze
2023 — conf
A Crosslingual Investigation of Conceptualization in 1335 Languages.
ACL (1)
Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze
2023 J jnl
A Crosslingual Investigation of Conceptualization in 1335 Languages.
CoRR
Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze
2023 — conf
A Survey of Corpora for Germanic Low-Resource Languages and Dialects.
NoDaLiDa
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023 J jnl
A Survey of Corpora for Germanic Low-Resource Languages and Dialects.
CoRR
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023 J jnl
A study of conceptual language similarity: comparison and evaluation.
CoRR
Haotian Ye, Yihong Liu, Hinrich Schütze
2023 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res.
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2023 J jnl
Construction Grammar Provides Unique Insight into Neural Language Models.
CoRR
Leonie Weissweiler, Taiqi He, Naoki Otani, David R. Mortensen, Lori S. Levin, Hinrich Schütze
2023 A* conf
Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model.
EMNLP
Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban, Anna Cai, Ritam Dutt, Amey Hengle, Anubha Kabra, Atharva Kulkarni, Abhishek Vijayakumar, Haofei Yu, Hinrich Schütze, Kemal Oflazer, David R. Mortensen
2023 J jnl
Counting the Bugs in ChatGPT's Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model.
CoRR
Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban, Anna Cai, Ritam Dutt, Amey Hengle, Anubha Kabra, Atharva Kulkarni, Abhishek Vijayakumar, Haofei Yu, Hinrich Schütze, Kemal Oflazer, David R. Mortensen
2023 — conf
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach.
ALP@RANLP
Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 J jnl
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach.
CoRR
Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 — conf
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages.
ACL (Findings)
Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze
2023 — conf
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs.
EMNLP (Findings)
Yihong Liu, Haotian Ye, Leonie Weissweiler, Renhao Pei, Hinrich Schütze
2023 J jnl
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs.
CoRR
Yihong Liu, Haotian Ye, Leonie Weissweiler, Hinrich Schütze
2023 — conf
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages.
VarDial@EACL
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023 J jnl
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages.
CoRR
Verena Blaschke, Hinrich Schütze, Barbara Plank
2023 — conf
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations.
ACL (Findings)
Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schütze, Volker Tresp
2023 J jnl
Evaluate What You Can't Evaluate: Unassessable Generated Responses Quality.
CoRR
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2023 J jnl
Explaining pretrained language models' understanding of linguistic structures using construction grammar.
Frontiers Artif. Intell.
Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze
2023 A conf
GIRT-Data: Sampling GitHub Issue Report Templates.
MSR
Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze
2023 J jnl
GIRT-Data: Sampling GitHub Issue Report Templates.
CoRR
Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze
2023 — conf
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
ACL (1)
Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze
2023 J jnl
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
CoRR
Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze
2023 — conf
GlotLID: Language Identification for Low-Resource Languages.
EMNLP (Findings)
Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze
2023 J jnl
GlotLID: Language Identification for Low-Resource Languages.
CoRR
Amir Hossein Kargaran, Ayyoob Imani, François Yvon, Hinrich Schütze
2023 J jnl
GlotScript: A Resource and Tool for Low Resource Writing System Identification.
CoRR
Amir Hossein Kargaran, François Yvon, Hinrich Schütze
2023 A* conf
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training.
EMNLP
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2023 J jnl
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training.
CoRR
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2023 — conf
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives.
ACL (2)
Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank
2023 J jnl
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives.
CoRR
Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank
2023 — conf
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding.
KONVENS
Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 J jnl
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding.
CoRR
Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 — conf
LLM-driven Instruction Following: Progresses and Concerns.
EMNLP (Tutorial Abstracts)
Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schütze
2023 A* conf
Language Models with Rationality.
EMNLP
Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, Peter Clark
2023 J jnl
Language Models with Rationality.
CoRR
Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, Peter Clark
2023 — conf
Language-Agnostic Bias Detection in Language Models with Bias Probing.
EMNLP (Findings)
Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze
2023 J jnl
Language-Agnostic Bias Detection in Language Models.
CoRR
Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze
2023 J jnl
LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation.
CoRR
Shengqiang Zhang, Philipp Wicke, Lütfi Kerem Senel, Luis F. C. Figueredo, Abdeldjallil Naceri, Sami Haddadin, Barbara Plank, Hinrich Schütze
2023 J jnl
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction.
CoRR
Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze
2023 — conf
MEAL: Stable and Active Learning for Few-Shot Prompting.
EMNLP (Findings)
Abdullatif Köksal, Timo Schick, Hinrich Schütze
2023 J jnl
MenuCraft: Interactive Menu System Design with Large Language Models.
CoRR
Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze
2023 J jnl
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages.
CoRR
Viktor Hangya, Silvia Severini, Radoslav Ralev, Alexander Fraser, Hinrich Schütze
2023 — conf
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis.
SemEval@ACL
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2023 J jnl
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis.
CoRR
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
2023 J jnl
OFA: A Framework of Initializing Unseen Subword Embeddings for Efficient Large-scale Multilingual Continued Pretraining.
CoRR
Yihong Liu, Peiqin Lin, Mingyang Wang, Hinrich Schütze
2023 — conf
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss.
IWSLT@ACL
Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser
2023 J jnl
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss.
CoRR
Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser
2023 — conf
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism.
ACL (1)
Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze
2023 J jnl
Politeness Stereotypes and Attack Vectors: Gender Stereotypes in Japanese and Korean Language Models.
CoRR
Victor Steinborn, Antonis Maronikolakis, Hinrich Schütze
2023 J jnl
RET-LLM: Towards a General Read-Write Memory for Large Language Models.
CoRR
Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze
2023 — conf
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models.
SustaiNLP
Yanchen Liu, Timo Schick, Hinrich Schütze
2023 J jnl
Sociocultural knowledge is needed for selection of shots in hate speech detection tasks.
CoRR
Antonis Maronikolakis, Abdullatif Köksal, Hinrich Schütze
2023 J jnl
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages.
CoRR
Chunlan Ma, Ayyoob Imani, Haotian Ye, Ehsaneddin Asgari, Hinrich Schütze
2023 J jnl
Towards Language-Based Modulation of Assistive Robots through Multimodal Models.
CoRR
Philipp Wicke, Lütfi Kerem Senel, Shengqiang Zhang, Luis F. C. Figueredo, Abdeldjallil Naceri, Sami Haddadin, Hinrich Schütze
2023 — conf
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration.
EMNLP (Findings)
Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 J jnl
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration.
CoRR
Ercong Nie, Helmut Schmid, Hinrich Schütze
2023 J jnl
mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models.
CoRR
Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze
2022 — conf
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers.
ACL (2)
Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2022 — conf
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models.
NAACL-HLT (Findings)
Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze
2022 J jnl
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes.
CoRR
Antonis Maronikolakis, Philip Baader, Hinrich Schütze
2022 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
CoRR
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2022 — conf
CaMEL: Case Marker Extraction without Labels.
ACL (1)
Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze
2022 J jnl
CaMEL: Case Marker Extraction without Labels.
CoRR
Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze
2022 — conf
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment.
ACL (2)
Lütfi Kerem Senel, Timo Schick, Hinrich Schütze
2022 J jnl
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment.
CoRR
Lütfi Kerem Senel, Timo Schick, Hinrich Schütze
2022 J jnl
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages.
CoRR
Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze
2022 — conf
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization.
ACL (1)
Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri
2022 J jnl
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization.
CoRR
Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri
2022 J jnl
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert?
CoRR
Marina Sedinkina, Martin Schmitt, Hinrich Schütze
2022 J jnl
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings.
CoRR
Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze
2022 J jnl
Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations.
CoRR
Zhen Han, Ruotong Liao, Beiyan Liu, Yao Zhang, Zifeng Ding, Heinz Köppl, Hinrich Schütze, Volker Tresp
2022 — conf
Federated Continual Learning for Text Classification via Selective Inter-client Transfer.
EMNLP (Findings)
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
2022 J jnl
Federated Continual Learning for Text Classification via Selective Inter-client Transfer.
CoRR
Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta
2022 — conf
Flow-Adapter Architecture for Unsupervised Machine Translation.
ACL (1)
Yihong Liu, Haris Jabbar, Hinrich Schütze
2022 J jnl
Flow-Adapter Architecture for Unsupervised Machine Translation.
CoRR
Yihong Liu, Haris Jabbar, Hinrich Schütze
2022 J jnl
Geographic Adaptation of Pretrained Language Models.
CoRR
Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze
2022 — conf
Graph Neural Networks for Multiparallel Word Alignment.
ACL (Findings)
Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 J jnl
Graph Neural Networks for Multiparallel Word Alignment.
CoRR
Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 A* conf
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
EMNLP
Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 J jnl
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
CoRR
Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
2022 — conf
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging.
AACL/IJCNLP (1)
Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze, Ehsaneddin Asgari
2022 A* conf
Improving Scene Graph Classification by Exploiting Knowledge from Texts.
AAAI
Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp
2022 — conf
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework.
NAACL-HLT (Findings)
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
2022 J jnl
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts.
Inf. Process. Manag.
Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
2022 — conf
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments.
ACL (Findings)
Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze
2022 J jnl
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments.
CoRR
Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze
2022 J jnl
MEAL: Stable and Active Learning for Few-Shot Prompting.
CoRR
Abdullatif Köksal, Timo Schick, Hinrich Schütze
2022 J jnl
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.
CoRR
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg
2022 J jnl
Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation.
CoRR
Peiqin Lin, Jiashuo Wang, Hinrich Schütze, Wenjie Li
2022 — conf
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity.
NAACL-HLT (Findings)
Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze
2022 — conf
Modular and Parameter-Efficient Multimodal Fusion with Prompting.
ACL (Findings)
Sheng Liang, Mengjie Zhao, Hinrich Schütze
2022 J jnl
Modular and Parameter-Efficient Multimodal Fusion with Prompting.
CoRR
Sheng Liang, Mengjie Zhao, Hinrich Schütze
2022 J jnl
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism.
CoRR
Yongkang Liu, Shi Feng, Daling Wang, Hinrich Schütze, Yifei Zhang
2022 J jnl
Position Information in Transformers: An Overview.
Comput. Linguistics
Philipp Dufter, Martin Schmitt, Hinrich Schütze
2022 J jnl
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models.
CoRR
Yanchen Liu, Timo Schick, Hinrich Schütze
2022 J jnl
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment.
CoRR
Abdullatif Köksal, Silvia Severini, Hinrich Schütze
2022 J jnl
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative.
CoRR
Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze
2022 A conf
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse.
ICWSM
Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2022 A* conf
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative.
EMNLP
Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze
2022 — conf
This joke is [MASK]: Recognizing Humor and Offense with Prompting.
TL4NLP
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
2022 J jnl
This joke is [MASK]: Recognizing Humor and Offense with Prompting.
CoRR
Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze
2022 B conf
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
LREC
Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2022 J jnl
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
CoRR
Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
2022 J jnl
True Few-Shot Learning With Prompts - A Real-World Perspective.
Trans. Assoc. Comput. Linguistics
Timo Schick, Hinrich Schütze
2022 A* conf
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology.
ICML
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2022 J jnl
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology.
CoRR
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021 — conf
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters.
ACL/IJCNLP (1)
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze
2021 J jnl
Active Learning for Argument Mining: A Practical Approach.
CoRR
Nikolai Solmsdorf, Dietrich Trautmann, Hinrich Schütze
2021 J jnl
BERT Cannot Align Characters.
CoRR
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2021 — conf
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief.
EMNLP (1)
Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark
2021 J jnl
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief.
CoRR
Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark
2021 — conf
Continuous Entailment Patterns for Lexical Inference in Context.
EMNLP (1)
Martin Schmitt, Hinrich Schütze
2021 J jnl
Continuous Entailment Patterns for Lexical Inference in Context.
CoRR
Martin Schmitt, Hinrich Schütze
2021 — conf
Data Centric Domain Adaptation for Historical Text with OCR Errors.
ICDAR (2)
Luisa März, Stefan Schweter, Nina Pörner, Benjamin Roth, Hinrich Schütze
2021 J jnl
Data Centric Domain Adaptation for Historical Text with OCR Errors.
CoRR
Luisa März, Stefan Schweter, Nina Pörner, Benjamin Roth, Hinrich Schütze
2021 — conf
Discrete and Soft Prompting for Multilingual Models.
EMNLP (1)
Mengjie Zhao, Hinrich Schütze
2021 J jnl
Discrete and Soft Prompting for Multilingual Models.
CoRR
Mengjie Zhao, Hinrich Schütze
2021 J jnl
Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models.
CoRR
Lutfi Kerem Senel, Hinrich Schütze
2021 A conf
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models.
EACL
Lutfi Kerem Senel, Hinrich Schütze
2021 — conf
Dynamic Contextualized Word Embeddings.
ACL/IJCNLP (1)
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021 J jnl
Enriching a Model's Notion of Belief using a Persistent Memory.
CoRR
Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark
2021 J jnl
Erratum: Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 A conf
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference.
EACL
Timo Schick, Hinrich Schütze
2021 J jnl
Few-Shot Learning of an Interleaved Text Summarization Model by Pretraining with Synthetic Data.
CoRR
Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze
2021 — conf
Few-Shot Text Generation with Natural Language Instructions.
EMNLP (1)
Timo Schick, Hinrich Schütze
2021 — conf
Generating Datasets with Pretrained Language Models.
EMNLP (1)
Timo Schick, Hinrich Schütze
2021 J jnl
Generating Datasets with Pretrained Language Models.
CoRR
Timo Schick, Hinrich Schütze
2021 — conf
Graph Algorithms for Multiparallel Word Alignment.
EMNLP (1)
Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021 J jnl
Graph Algorithms for Multiparallel Word Alignment.
CoRR
Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze
2021 J jnl
Improving Visual Reasoning by Exploiting The Knowledge in Texts.
CoRR
Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp
2021 — conf
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.
NAACL-HLT
Timo Schick, Hinrich Schütze
2021 J jnl
LMTurk: Few-Shot Learners as Crowdsourcing Workers.
CoRR
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
2021 A conf
Language Models for Lexical Inference in Context.
EACL
Martin Schmitt, Hinrich Schütze
2021 J jnl
Language Models for Lexical Inference in Context.
CoRR
Martin Schmitt, Hinrich Schütze
2021 J jnl
Locating Language-Specific Information in Contextualized Embeddings.
CoRR
Sheng Liang, Philipp Dufter, Hinrich Schütze
2021 J jnl
Measuring and Improving Consistency in Pretrained Language Models.
CoRR
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 J jnl
Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 J jnl
Modeling Ideological Agenda Setting and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity.
CoRR
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021 — conf
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces.
NAACL-HLT
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2021 J jnl
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces.
CoRR
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2021 A conf
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
EACL
Nora Kassner, Philipp Dufter, Hinrich Schütze
2021 J jnl
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models.
CoRR
Nora Kassner, Philipp Dufter, Hinrich Schütze
2021 — conf
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
ACL (demo)
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2021 J jnl
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
CoRR
Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze
2021 J jnl
Position Information in Transformers: An Overview.
CoRR
Philipp Dufter, Martin Schmitt, Hinrich Schütze
2021 J jnl
Scene Graph Generation for Better Image Captioning?
CoRR
Maximilian Mozes, Martin Schmitt, Vladimir Golkov, Hinrich Schütze, Daniel Cremers
2021 J jnl
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP.
CoRR
Timo Schick, Sahana Udupa, Hinrich Schütze
2021 J jnl
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP.
Trans. Assoc. Comput. Linguistics
Timo Schick, Sahana Udupa, Hinrich Schütze
2021 C conf
Semantic Text Segment Classification of Structured Technical Content.
NLDB
Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze
2021 — conf
Semi-Automated Labeling of Requirement Datasets for Relation Extraction.
BUCC@RANLP
Jeremias Bohn, Jannik Fischbach, Martin Schmitt, Hinrich Schütze, Andreas Vogelsang
2021 J jnl
Semi-Automated Labeling of Requirement Datasets for Relation Extraction.
CoRR
Jeremias Bohn, Jannik Fischbach, Martin Schmitt, Hinrich Schütze, Andreas Vogelsang
2021 — conf
Static Embeddings as Efficient Knowledge Bases?
NAACL-HLT
Philipp Dufter, Nora Kassner, Hinrich Schütze
2021 J jnl
Static Embeddings as Efficient Knowledge Bases?
CoRR
Philipp Dufter, Nora Kassner, Hinrich Schütze
2021 — conf
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words.
ACL/IJCNLP (1)
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021 J jnl
Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology.
CoRR
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2021 J jnl
True Few-Shot Learning with Prompts - A Real-World Perspective.
CoRR
Timo Schick, Hinrich Schütze
2021 J jnl
Wine is Not v i n. - On the Compatibility of Tokenizations Across Languages.
CoRR
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2021 — conf
Wine is not v i n. On the Compatibility of Tokenizations across Languages.
EMNLP (Findings)
Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze
2020 J jnl
A Closer Look at Few-Shot Crosslingual Transfer: Variance, Benchmarks and Baselines.
CoRR
Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Roi Reichart, Anna Korhonen, Hinrich Schütze
2020 A* conf
A Graph Auto-encoder Model of Derivational Morphology.
ACL
Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert
2020 — conf
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing.
EMNLP (1)
Martin Schmitt, Sahand Sharifzadeh, Volker Tresp, Hinrich Schütze
2020 B conf
Are Pretrained Language Models Symbolic Reasoners over Knowledge?
CoNLL
Nora Kassner, Benno Krojer, Hinrich Schütze
2020 J jnl
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
CoRR
Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze
2020 B conf
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification.
COLING
Timo Schick, Helmut Schmid, Hinrich Schütze
2020 J jnl
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification.
CoRR
Timo Schick, Helmut Schmid, Hinrich Schütze
2020 — conf
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA.
EMNLP (Findings)
Nora Kassner, Hinrich Schütze
2020 J jnl
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA.
CoRR
Nora Kassner, Hinrich Schütze
2020 A* conf
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance.
ACL
Timo Schick, Hinrich Schütze
2020 B conf
Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction.
COLING
Silvia Severini, Viktor Hangya, Alexander M. Fraser, Hinrich Schütze
2020 — conf
DagoBERT: Generating Derivational Morphology with a Pretrained Language Model.
EMNLP (1)
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020 J jnl
Dynamic Contextualized Word Embeddings.
CoRR
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020 — conf
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT.
EMNLP (Findings)
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2020 — conf
EmbLexChange at SemEval-2020 Task 1: Unsupervised Embedding-based Detection of Lexical Semantic Changes.
SemEval@COLING
Ehsaneddin Asgari, Christoph Ringlstetter, Hinrich Schütze
2020 B conf
Embedding Space Correlation as a Measure of Domain Similarity.
LREC
Anne Beyer, Göran Kauermann, Hinrich Schütze
2020 A* conf
Explainable and Discourse Topic-aware Neural Language Understanding.
ICML
Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta
2020 J jnl
Explainable and Discourse Topic-aware Neural Language Understanding.
CoRR
Yatin Chaudhary, Hinrich Schütze, Pankaj Gupta
2020 J jnl
Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference.
CoRR
Timo Schick, Hinrich Schütze
2020 J jnl
Few-Shot Text Generation with Pattern-Exploiting Training.
CoRR
Timo Schick, Hinrich Schütze
2020 A* conf
Fine-Grained Argument Unit Recognition and Classification.
AAAI
Dietrich Trautmann, Johannes Daxenberger, Christian Stab, Hinrich Schütze, Iryna Gurevych
2020 J jnl
Generating Derivational Morphology with BERT.
CoRR
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020 — conf
Identifying Elements Essential for BERT's Multilinguality.
EMNLP (1)
Philipp Dufter, Hinrich Schütze
2020 J jnl
Identifying Necessary Elements for BERT's Multilinguality.
CoRR
Philipp Dufter, Hinrich Schütze
2020 B conf
Increasing Learning Efficiency of Self-Attention Networks through Direct Position Interactions, Learnable Temperature, and Convoluted Attention.
COLING
Philipp Dufter, Martin Schmitt, Hinrich Schütze
2020 J jnl
Inexpensive Domain Adaptation of Pretrained Language Models: A Case Study on Biomedical Named Entity Recognition.
CoRR
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2020 — conf
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA.
EMNLP (Findings)
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2020 J jnl
Investigating Pretrained Language Models for Graph-to-Text Generation.
CoRR
Leonardo F. R. Ribeiro, Martin Schmitt, Hinrich Schütze, Iryna Gurevych
2020 J jnl
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners.
CoRR
Timo Schick, Hinrich Schütze
2020 — conf
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020.
BUCC@LREC
Silvia Severini, Viktor Hangya, Alexander M. Fraser, Hinrich Schütze
2020 — conf
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
EMNLP (1)
Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze
2020 J jnl
Masking as an Efficient Alternative to Finetuning for Pretrained Language Models.
CoRR
Mengjie Zhao, Tao Lin, Martin Jaggi, Hinrich Schütze
2020 J jnl
Modeling Graph Structure via Relative Position for Better Text Generation from Knowledge Graphs.
CoRR
Martin Schmitt, Leonardo F. R. Ribeiro, Philipp Dufter, Iryna Gurevych, Hinrich Schütze
2020 B conf
Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations.
COLING
Sheng Liang, Philipp Dufter, Hinrich Schütze
2020 J jnl
Multipurpose Intelligent Process Automation via Conversational Assistant.
CoRR
Alena Moiseeva, Dietrich Trautmann, Hinrich Schütze
2020 A* conf
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly.
ACL
Nora Kassner, Hinrich Schütze
2020 A* conf
Neural Topic Modeling with Continual Lifelong Learning.
ICML
Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
Neural Topic Modeling with Continual Lifelong Learning.
CoRR
Pankaj Gupta, Yatin Chaudhary, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
Pre-trained Language Models as Symbolic Reasoners over Knowledge?
CoRR
Nora Kassner, Benno Krojer, Hinrich Schütze
2020 A* conf
Predicting the Growth of Morphological Families from Social and Linguistic Factors.
ACL
Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze
2020 — conf
Quantifying the Contextualization of Word Representations with Semantic Class Probing.
EMNLP (Findings)
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2020 J jnl
Quantifying the Contextualization of Word Representations with Semantic Class Probing.
CoRR
Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze
2020 A* conf
Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking.
AAAI
Timo Schick, Hinrich Schütze
2020 J jnl
Relational and Fine-Grained Argument Mining.
Datenbank-Spektrum
Dietrich Trautmann, Michael Fromm, Volker Tresp, Thomas Seidl, Hinrich Schütze
2020 A* conf
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity.
ACL
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2020 — conf
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings.
EMNLP (Findings)
Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze
2020 J jnl
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings.
CoRR
Masoud Jalili Sabet, Philipp Dufter, Hinrich Schütze
2020 J jnl
Subword Sampling for Low Resource Word Alignment.
CoRR
Ehsaneddin Asgari, Masoud Jalili Sabet, Philipp Dufter, Christoph Ringlstetter, Hinrich Schütze
2020 A* conf
TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain.
AAAI
Alena Moiseeva, Hinrich Schütze
2020 B conf
ThaiLMCut: Unsupervised Pretraining for Thai Word Segmentation.
LREC
Suteera Seeha, Ivan Bilan, Liliana Mamani Sánchez, Johannes Huber, Michael Matuschek, Hinrich Schütze
2020 — conf
TopicBERT for Energy Efficient Document Classification.
EMNLP (Findings)
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
TopicBERT for Energy Efficient Document Classification.
CoRR
Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze
2020 J jnl
Transformers Are Better Than Humans at Identifying Generated Text.
CoRR
Antonis Maronikolakis, Mark Stevenson, Hinrich Schütze
2020 J jnl
Unsupervised Embedding-based Detection of Lexical Semantic Changes.
CoRR
Ehsaneddin Asgari, Christoph Ringlstetter, Hinrich Schütze
2019 — conf
A Multilingual BPE Embedding Space for Universal Sentiment Lexicon Induction.
ACL (1)
Mengjie Zhao, Hinrich Schütze
2019 — conf
Analytical Methods for Interpretable Ultradense Word Embeddings.
EMNLP/IJCNLP (1)
Philipp Dufter, Hinrich Schütze
2019 J jnl
Analytical Methods for Interpretable Ultradense Word Embeddings.
CoRR
Philipp Dufter, Hinrich Schütze
2019 — conf
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts.
NAACL-HLT (1)
Timo Schick, Hinrich Schütze
2019 J jnl
Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts.
CoRR
Timo Schick, Hinrich Schütze
2019 — conf
Automatic Domain Adaptation Outperforms Manual Domain Adaptation for Predicting Financial Outcomes.
ACL (1)
Marina Sedinkina, Nikolas Breitkopf, Hinrich Schütze
2019 J jnl
BERT is Not a Knowledge Base (Yet): Factual Knowledge vs. Name-Based Reasoning in Unsupervised QA.
CoRR
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2019 J jnl
BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance.
CoRR
Timo Schick, Hinrich Schütze
2019 — conf
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions.
BioNLP-OST@EMNLP-IJNCLP
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2019 J jnl
BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using Topics and Attention Based Query-Document-Sentence Interactions.
CoRR
Yatin Chaudhary, Pankaj Gupta, Hinrich Schütze
2019 A* conf
Document Informed Neural Autoregressive Topic Models with Distributional Prior.
AAAI
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2019 J jnl
Extending Machine Language Models toward Human-Level Language Understanding.
CoRR
James L. McClelland, Felix Hill, Maja Rudolph, Jason Baldridge, Hinrich Schütze
2019 J jnl
Generating Multi-Sentence Abstractive Summaries of Interleaved Texts.
CoRR
Sanjeev Kumar Karn, Francine Chen, Yan-Ying Chen, Ulli Waltinger, Hinrich Schütze
2019 A* conf
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context.
AAAI
Timo Schick, Hinrich Schütze
2019 — conf
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019.
BioNLP-OST@EMNLP-IJNCLP
Pankaj Gupta, Usama Yaseen, Hinrich Schütze
2019 J jnl
Linguistically Informed Relation Extraction and Neural Architectures for Nested Named Entity Recognition in BioNLP-OST 2019.
CoRR
Usama Yaseen, Pankaj Gupta, Hinrich Schütze
2019 J jnl
Morphological Segmentation Inside-Out.
CoRR
Ryan Cotterell, Arun Kumar, Hinrich Schütze
2019 J jnl
Morphological Word Embeddings.
CoRR
Ryan Cotterell, Hinrich Schütze
2019 — conf
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection.
EMNLP/IJCNLP (1)
Nina Pörner, Hinrich Schütze
2019 J jnl
Multi-view and Multi-source Transfers in Neural Topic Modeling with Pretrained Topic and Word Embeddings.
CoRR
Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze
2019 J jnl
Negated LAMA: Birds cannot fly.
CoRR
Nora Kassner, Hinrich Schütze
2019 J jnl
Neural Architectures for Fine-Grained Propaganda Detection in News.
CoRR
Pankaj Gupta, Khushbu Saxena, Usama Yaseen, Thomas A. Runkler, Hinrich Schütze
2019 A* conf
Neural Relation Extraction within and across Sentence Boundaries.
AAAI
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Thomas A. Runkler
2019 — conf
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging.
NAACL-HLT (1)
Apostolos Kemos, Heike Adel, Hinrich Schütze
2019 J jnl
Neural architectures for open-type relation argument extraction.
Nat. Lang. Eng.
Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Kumar Karn, Hinrich Schütze
2019 — conf
News Article Teaser Tweets and How to Generate Them.
NAACL-HLT (1)
Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schütze
2019 — conf
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings.
ACL (1)
Yadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Schütze
2019 J jnl
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings.
CoRR
Yadollah Yaghoobzadeh, Katharina Kann, Timothy J. Hazen, Eneko Agirre, Hinrich Schütze
2019 J jnl
Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking.
CoRR
Timo Schick, Hinrich Schütze
2019 J jnl
Robust Argument Unit Recognition and Classification.
CoRR
Dietrich Trautmann, Johannes Daxenberger, Christian Stab, Hinrich Schütze, Iryna Gurevych
2019 J jnl
SMAPH: A Piggyback Approach for Entity-Linking in Web Queries.
ACM Trans. Inf. Syst.
Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze
2019 J jnl
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity.
CoRR
Nina Pörner, Ulli Waltinger, Hinrich Schütze
2019 — conf
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference.
ACL (1)
Martin Schmitt, Hinrich Schütze
2019 J jnl
SherLIiC: A Typed Event-Focused Lexical Inference Benchmark for Evaluating Natural Language Inference.
CoRR
Martin Schmitt, Hinrich Schütze
2019 — conf
Texttovec: Deep Contextualized Neural autoregressive Topic Models of Language with Distributed Compositional Prior.
ICLR (Poster)
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2019 B conf
Towards Summarization for Social Media - Results of the TL;DR Challenge.
INLG
Shahbaz Syed, Michael Völske, Nedim Lipka, Benno Stein, Hinrich Schütze, Martin Potthast
2019 J jnl
Type-aware Convolutional Neural Networks for Slot Filling.
CoRR
Heike Adel, Hinrich Schütze
2019 J jnl
Type-aware Convolutional Neural Networks for Slot Filling.
J. Artif. Intell. Res.
Heike Adel, Hinrich Schütze
2019 J jnl
Unsupervised Text Generation from Structured Data.
CoRR
Martin Schmitt, Hinrich Schütze
2018 J jnl
A Stronger Baseline for Multilingual Word Embeddings.
CoRR
Philipp Dufter, Hinrich Schütze
2018 J jnl
A Universal Semantic Space.
CoRR
Philipp Dufter, Hinrich Schütze
2018 J jnl
Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective.
CoRR
Nina Pörner, Masoud Jalili Sabet, Benjamin Roth, Hinrich Schütze
2018 J jnl
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms.
Trans. Assoc. Comput. Linguistics
Wenpeng Yin, Hinrich Schütze
2018 J jnl
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling.
CoRR
Heike Adel, Hinrich Schütze
2018 J jnl
Corpus-Level Fine-Grained Entity Typing.
J. Artif. Intell. Res.
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2018 — conf
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time.
NAACL-HLT
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy
2018 J jnl
Document Informed Neural Autoregressive Topic Models with Distributional Prior.
CoRR
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2018 J jnl
Document Informed Neural Autoregressive Topic Models.
CoRR
Pankaj Gupta, Florian Buettner, Hinrich Schütze
2018 — conf
Embedding Learning Through Multilingual Concept Induction.
ACL (1)
Philipp Dufter, Mengjie Zhao, Martin Schmitt, Alexander M. Fraser, Hinrich Schütze
2018 — conf
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions.
ACL (2)
Wenpeng Yin, Dan Roth, Hinrich Schütze
2018 J jnl
End-Task Oriented Textual Entailment via Deep Exploring Inter-Sentence Interactions.
CoRR
Wenpeng Yin, Dan Roth, Hinrich Schütze
2018 — conf
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing.
Rep4NLP@ACL
Yadollah Yaghoobzadeh, Katharina Kann, Hinrich Schütze
2018 J jnl
Evaluating Word Embeddings in Multi-label Classification Using Fine-grained Name Typing.
CoRR
Yadollah Yaghoobzadeh, Katharina Kann, Hinrich Schütze
2018 J jnl
Evaluating neural network explanation methods using hybrid documents and morphological prediction.
CoRR
Nina Pörner, Hinrich Schütze, Benjamin Roth
2018 — conf
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement.
ACL (1)
Nina Pörner, Hinrich Schütze, Benjamin Roth
2018 — conf
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages.
NAACL-HLT
Katharina Kann, Manuel Mager, Iván Vladimir Meza Ruíz, Hinrich Schütze
2018 J jnl
Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages.
CoRR
Katharina Kann, Manuel Mager, Iván V. Meza-Ruíz, Hinrich Schütze
2018 — conf
Interpretable Textual Neuron Representations for NLP.
BlackboxNLP@EMNLP
Nina Pörner, Benjamin Roth, Hinrich Schütze
2018 J jnl
Interpretable Textual Neuron Representations for NLP.
CoRR
Nina Pörner, Benjamin Roth, Hinrich Schütze
2018 — conf
Joint Bootstrapping Machines for High Confidence Relation Extraction.
NAACL-HLT
Pankaj Gupta, Benjamin Roth, Hinrich Schütze
2018 J jnl
Joint Bootstrapping Machines for High Confidence Relation Extraction.
CoRR
Pankaj Gupta, Benjamin Roth, Hinrich Schütze
2018 J jnl
Joint Semantic Synthesis and Morphological Analysis of the Derived Word.
Trans. Assoc. Comput. Linguistics
Ryan Cotterell, Hinrich Schütze
2018 — conf
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation.
BlackboxNLP@EMNLP
Pankaj Gupta, Hinrich Schütze
2018 J jnl
LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation.
CoRR
Pankaj Gupta, Hinrich Schütze
2018 J jnl
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context.
CoRR
Timo Schick, Hinrich Schütze
2018 J jnl
Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing.
CoRR
Yadollah Yaghoobzadeh, Hinrich Schütze
2018 A* conf
Multi-View Learning: Multilingual and Multi-Representation Entity Typing.
EMNLP
Yadollah Yaghoobzadeh, Hinrich Schütze
2018 J jnl
Neural Architectures for Open-Type Relation Argument Extraction.
CoRR
Benjamin Roth, Costanza Conforti, Nina Pörner, Sanjeev Karn, Hinrich Schütze
2018 J jnl
Neural Relation Extraction Within and Across Sentence Boundaries.
CoRR
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy, Thomas A. Runkler
2018 J jnl
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging.
CoRR
Apostolos Kemos, Heike Adel, Hinrich Schütze
2018 A* conf
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting.
EMNLP
Katharina Kann, Hinrich Schütze
2018 J jnl
Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting.
CoRR
Katharina Kann, Hinrich Schütze
2018 J jnl
News Article Teaser Tweets and How to Generate Them.
CoRR
Sanjeev Kumar Karn, Mark Buckley, Ulli Waltinger, Hinrich Schütze
2018 B conf
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
COLING
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
2018 J jnl
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
CoRR
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
2018 — conf
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts.
SemDeep@COLING
Pankaj Gupta, Bernt Andrassy, Hinrich Schütze
2018 J jnl
Replicated Siamese LSTM in Ticketing System for Similarity Learning and Retrieval in Asymmetric Texts.
CoRR
Pankaj Gupta, Bernt Andrassy, Hinrich Schütze
2018 B conf
Task Proposal: The TL;DR Challenge.
INLG
Shahbaz Syed, Michael Völske, Martin Potthast, Nedim Lipka, Benno Stein, Hinrich Schütze
2018 — conf
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable.
ACL (1)
Viktor Hangya, Fabienne Braune, Alexander M. Fraser, Hinrich Schütze
2018 J jnl
textTOvec: Deep Contextualized Neural Autoregressive Models of Language with Distributed Compositional Prior.
CoRR
Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze
2017 J jnl
A Subjective Logic Formalisation of the Principle of Polyrepresentation for Information Needs.
CoRR
Christina Lioma, Birger Larsen, Hinrich Schütze, Peter Ingwersen
2017 J jnl
Attentive Convolution.
CoRR
Wenpeng Yin, Hinrich Schütze
2017 J jnl
AutoExtend: Combining Word Embeddings with Semantic Resources.
Comput. Linguistics
Sascha Rothe, Hinrich Schütze
2017 J jnl
Comparative Study of CNN and RNN for Natural Language Processing.
CoRR
Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Schütze
2017 J jnl
Corpus-level Fine-grained Entity Typing.
CoRR
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2017 J jnl
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time.
CoRR
Pankaj Gupta, Subburam Rajaram, Hinrich Schütze, Bernt Andrassy
2017 — conf
End-to-End Trainable Attentive Decoder for Hierarchical Entity Classification.
EACL (2)
Sanjeev Karn, Ulli Waltinger, Hinrich Schütze
2017 — conf
Exploring Different Dimensions of Attention for Uncertainty Detection.
EACL (1)
Heike Adel, Hinrich Schütze
2017 J jnl
From Characters to Understanding Natural Language (C2NLU): Robust End-to-End Deep Learning for NLP (Dagstuhl Seminar 17042).
Dagstuhl Reports
Phil Blunsom, Kyunghyun Cho, Chris Dyer, Hinrich Schütze
2017 A* conf
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification.
EMNLP
Heike Adel, Hinrich Schütze
2017 J jnl
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification.
CoRR
Heike Adel, Hinrich Schütze
2017 J jnl
Impact of Coreference Resolution on Slot Filling.
CoRR
Heike Adel, Hinrich Schütze
2017 J jnl
Joint Semantic Synthesis and Morphological Analysis of the Derived Word.
CoRR
Ryan Cotterell, Hinrich Schütze
2017 — conf
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities.
EACL (1)
Yadollah Yaghoobzadeh, Hinrich Schütze
2017 J jnl
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities.
CoRR
Yadollah Yaghoobzadeh, Hinrich Schütze
2017 — conf
Neural Multi-Source Morphological Reinflection.
EACL (1)
Katharina Kann, Ryan Cotterell, Hinrich Schütze
2017 — conf
Noise Mitigation for Neural Entity Typing and Relation Extraction.
EACL (1)
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2017 — conf
Nonsymbolic Text Representation.
EACL (1)
Hinrich Schütze
2017 — conf
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion.
ACL (1)
Katharina Kann, Ryan Cotterell, Hinrich Schütze
2017 J jnl
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion.
CoRR
Katharina Kann, Ryan Cotterell, Hinrich Schütze
2017 — conf
Overview of Character-Based Models for Natural Language Processing.
CICLing (1)
Heike Adel, Ehsaneddin Asgari, Hinrich Schütze
2017 A* conf
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages.
EMNLP
Ehsaneddin Asgari, Hinrich Schütze
2017 J jnl
Past, Present, Future: A Computational Investigation of the Typology of Tense in 1000 Languages.
CoRR
Ehsaneddin Asgari, Hinrich Schütze
2017 — ed.
Proceedings of the First Workshop on Subword and Character Level Models in NLP, Copenhagen, Denmark, September 7, 2017
SWCN@EMNLP
Manaal Faruqui, Hinrich Schütze, Isabel Trancoso, Yadollah Yaghoobzadeh
2017 J jnl
Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining.
Comput. Linguistics
Hassan Sajjad, Helmut Schmid, Alexander M. Fraser, Hinrich Schütze
2017 — conf
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
EACL (1)
Wenpeng Yin, Hinrich Schütze
2017 J jnl
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
CoRR
Wenpeng Yin, Hinrich Schütze
2017 — conf
The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection.
CoNLL Shared Task (1)
Katharina Kann, Hinrich Schütze
2017 — conf
Training Data Augmentation for Low-Resource Morphological Inflection.
CoNLL Shared Task (1)
Toms Bergmanis, Katharina Kann, Hinrich Schütze, Sharon Goldwater
2017 — conf
Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models.
SWCN@EMNLP
Katharina Kann, Hinrich Schütze
2017 J jnl
Unlabeled Data for Morphological Generation With Character-Based Sequence-to-Sequence Models.
CoRR
Katharina Kann, Hinrich Schütze
2016 — conf
A Joint Model of Orthography and Morphological Segmentation.
HLT-NAACL
Ryan Cotterell, Tim Vieira, Hinrich Schütze
2016 A* conf
A Piggyback System for Joint Entity Mention Detection and Linking in Web Queries.
WWW
Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Stefan Rüd, Hinrich Schütze
2016 J jnl
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs.
Trans. Assoc. Comput. Linguistics
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
2016 J jnl
Attention-Based Convolutional Neural Network for Machine Comprehension.
CoRR
Wenpeng Yin, Sebastian Ebert, Hinrich Schütze
2016 Misc conf
Bi-directional recurrent neural network with ranking loss for spoken language understanding.
ICASSP
Ngoc Thang Vu, Pankaj Gupta, Heike Adel, Hinrich Schütze
2016 — conf
Combining Recurrent and Convolutional Neural Networks for Relation Classification.
HLT-NAACL
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
2016 J jnl
Combining Recurrent and Convolutional Neural Networks for Relation Classification.
CoRR
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
2016 — conf
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling.
HLT-NAACL
Heike Adel, Benjamin Roth, Hinrich Schütze
2016 J jnl
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling.
CoRR
Heike Adel, Benjamin Roth, Hinrich Schütze
2016 J jnl
Corpus-level Fine-grained Entity Typing Using Contextual Information.
CoRR
Yadollah Yaghoobzadeh, Hinrich Schütze
2016 J jnl
Discriminative Phrase Embedding for Paraphrase Identification.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 J jnl
Exploring Different Dimensions of Attention for Uncertainty Detection.
CoRR
Heike Adel, Hinrich Schütze
2016 — conf
Intrinsic Subspace Evaluation of Word Embedding Representations.
ACL (1)
Yadollah Yaghoobzadeh, Hinrich Schütze
2016 J jnl
Intrinsic Subspace Evaluation of Word Embedding Representations.
CoRR
Yadollah Yaghoobzadeh, Hinrich Schütze
2016 A* conf
LAMB: A Good Shepherd of Morphologically Rich Languages.
EMNLP
Sebastian Ebert, Thomas Müller, Hinrich Schütze
2016 — conf
Learning Word Meta-Embeddings.
ACL (1)
Wenpeng Yin, Hinrich Schütze
2016 — conf
MED: The LMU System for the SIGMORPHON 2016 Shared Task on Morphological Reinflection.
SIGMORPHON
Katharina Kann, Hinrich Schütze
2016 A* conf
Morphological Segmentation Inside-Out.
EMNLP
Ryan Cotterell, Arun Kumar, Hinrich Schütze
2016 — conf
Morphological Smoothing and Extrapolation of Word Embeddings.
ACL (1)
Ryan Cotterell, Hinrich Schütze, Jason Eisner
2016 J jnl
Multichannel Variable-Size Convolution for Sentence Classification.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 A* conf
Neural Morphological Analysis: Encoding-Decoding Canonical Segments.
EMNLP
Katharina Kann, Ryan Cotterell, Hinrich Schütze
2016 J jnl
Neural Multi-Source Morphological Reinflection.
CoRR
Katharina Kann, Ryan Cotterell, Hinrich Schütze
2016 J jnl
Noise Mitigation for Neural Entity Typing and Relation Extraction.
CoRR
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2016 J jnl
Nonsymbolic Text Representation.
CoRR
Hinrich Schütze
2016 J jnl
Online Updating of Word Representations for Part-of-Speech Tagging.
CoRR
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
2016 B conf
Simple Question Answering by Attentive Convolutional Neural Network.
COLING
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
2016 J jnl
Simple Question Answering by Attentive Convolutional Neural Network.
CoRR
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
2016 — conf
Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection.
ACL (2)
Katharina Kann, Hinrich Schütze
2016 J jnl
Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection.
CoRR
Katharina Kann, Hinrich Schütze
2016 B conf
Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction.
COLING
Pankaj Gupta, Hinrich Schütze, Bernt Andrassy
2016 — conf
Ultradense Word Embeddings by Orthogonal Transformation.
HLT-NAACL
Sascha Rothe, Sebastian Ebert, Hinrich Schütze
2016 J jnl
Ultradense Word Embeddings by Orthogonal Transformation.
CoRR
Sascha Rothe, Sebastian Ebert, Hinrich Schütze
2016 J jnl
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 — conf
Word Embedding Calculus in Meaningful Ultradense Subspaces.
ACL (2)
Sascha Rothe, Hinrich Schütze
2015 — conf
A Linguistically Informed Convolutional Neural Network.
WASSA@EMNLP
Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze
2015 J jnl
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs.
CoRR
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
2015 — conf
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes.
ACL (1)
Sascha Rothe, Hinrich Schütze
2015 J jnl
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes.
CoRR
Sascha Rothe, Hinrich Schütze
2015 — conf
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling.
TAC
Heike Adel, Hinrich Schütze
2015 — conf
CIS-positive: A Combination of Convolutional Neural Networks and Support Vector Machines for Sentiment Analysis in Twitter.
SemEval@NAACL-HLT
Sebastian Ebert, Ngoc Thang Vu, Hinrich Schütze
2015 — conf
Convolutional Neural Network for Paraphrase Identification.
HLT-NAACL
Wenpeng Yin, Hinrich Schütze
2015 A* conf
Corpus-level Fine-grained Entity Typing Using Contextual Information.
EMNLP
Yadollah Yaghoobzadeh, Hinrich Schütze
2015 — conf
Discriminative Phrase Embedding for Paraphrase Identification.
HLT-NAACL
Wenpeng Yin, Hinrich Schütze
2015 — conf
Evaluating Learning Language Representations.
CLEF
Jussi Karlgren, Jimmy Callin, Kevyn Collins-Thompson, Amaru Cuba Gyllensten, Ariel Ekgren, David Jurgens, Anna Korhonen, Fredrik Olsson, Magnus Sahlgren, Hinrich Schütze
2015 J jnl
Exploring the relationship between intonation and the lexicon: Evidence for lexicalised storage of intonation.
Speech Commun.
Katrin Schweitzer, Michael Walsh, Sasha Calhoun, Hinrich Schütze, Bernd Möbius, Antje Schweitzer, Grzegorz Dogil
2015 A* conf
Joint Lemmatization and Morphological Tagging with Lemming.
EMNLP
Thomas Müller, Ryan Cotterell, Alexander M. Fraser, Hinrich Schütze
2015 B conf
Labeled Morphological Segmentation with Semi-Markov Models.
CoNLL
Ryan Cotterell, Thomas Müller, Alexander M. Fraser, Hinrich Schütze
2015 A* conf
Learning Better Embeddings for Rare Words Using Distributional Representations.
EMNLP
Irina Sergienya, Hinrich Schütze
2015 J jnl
Learning Word Meta-Embeddings by Using Ensembles of Embedding Sets.
CoRR
Wenpeng Yin, Hinrich Schütze
2015 — conf
Morphological Word-Embeddings.
HLT-NAACL
Ryan Cotterell, Hinrich Schütze
2015 — conf
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity.
ACL (1)
Wenpeng Yin, Hinrich Schütze
2015 B conf
Multichannel Variable-Size Convolution for Sentence Classification.
CoNLL
Wenpeng Yin, Hinrich Schütze
2015 A* conf
Online Updating of Word Representations for Part-of-Speech Tagging.
EMNLP
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
2015 — conf
Robust Morphological Tagging with Word Representations.
HLT-NAACL
Thomas Müller, Hinrich Schütze
2015 J jnl
The Operation Sequence Model - Combining N-Gram-Based and Phrase-Based Statistical Machine Translation.
Comput. Linguistics
Nadir Durrani, Helmut Schmid, Alexander M. Fraser, Philipp Koehn, Hinrich Schütze
2014 — conf
An Exploration of Embeddings for Generalized Phrases.
ACL (Student Research Workshop)
Wenpeng Yin, Hinrich Schütze
2014 — conf
CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure.
ACL (1)
Sascha Rothe, Hinrich Schütze
2014 — conf
Deep Learning Embeddings for Discontinuous Linguistic Units.
ICLR (Workshop Poster)
Wenpeng Yin, Hinrich Schütze
2014 A* conf
Dependency parsing with latent refinements of part-of-speech tags.
EMNLP
Thomas Müller, Richárd Farkas, Alex Judea, Helmut Schmid, Hinrich Schütze
2014 — conf
Distributional Models and Deep Learning Embeddings: Combining the Best of Both Worlds.
ICLR (Workshop Poster)
Irina Sergienya, Hinrich Schütze
2014 J jnl
FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging.
Trans. Assoc. Comput. Linguistics
Tobias Schnabel, Hinrich Schütze
2014 A* conf
Fine-Grained Contextual Predictions for Hard Sentiment Words.
EMNLP
Sebastian Ebert, Hinrich Schütze
2014 — conf
Improving Citation Polarity Classification with Product Reviews.
ACL (2)
Charles Jochim, Hinrich Schütze
2014 A conf
Multi-Domain Sentiment Relevance Classification with Automatic Representation Learning.
EACL
Christian Scheible, Hinrich Schütze
2014 B conf
Picking the Amateur's Mind - Predicting Chess Player Strength from Game Annotations.
COLING
Christian Scheible, Hinrich Schütze
2014 — conf
The SMAPH system for query entity recognition and disambiguation.
ERD@SIGIR
Marco Cornolti, Paolo Ferragina, Massimiliano Ciaramita, Hinrich Schütze, Stefan Rüd
2014 B conf
Unsupervised Training Set Generation for Automatic Acquisition of Technical Terminology in Patents.
COLING
Alex Judea, Hinrich Schütze, Soeren Bruegmann
2014 A* conf
Using Mined Coreference Chains as a Resource for a Semantic Task.
EMNLP
Heike Adel, Hinrich Schütze
2013 B conf
Bootstrapping Semantic Lexicons for Technical Domains.
IJCNLP
Patrick Ziering, Lonneke van der Plas, Hinrich Schütze
2013 — conf
CodeX: Combining an SVM Classifier and Character N-gram Language Models for Sentiment Analysis on Twitter Text.
SemEval@NAACL-HLT
Qi Han, Junfei Guo, Hinrich Schütze
2013 A* conf
Cutting Recursive Autoencoder Trees
ICLR (Poster)
Christian Scheible, Hinrich Schütze
2013 A* conf
Efficient Higher-Order CRFs for Morphological Tagging.
EMNLP
Thomas Müller, Helmut Schmid, Hinrich Schütze
2013 J jnl
Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language.
Comput. Linguistics
Alexander M. Fraser, Helmut Schmid, Richárd Farkas, Renjing Wang, Hinrich Schütze
2013 B conf
Multilingual Lexicon Bootstrapping - Improving a Lexicon Induction System Using a Parallel Corpus.
IJCNLP
Patrick Ziering, Lonneke van der Plas, Hinrich Schütze
2013 — conf
Sentiment Relevance.
ACL (1)
Christian Scheible, Hinrich Schütze
2013 A* conf
The Topology of Semantic Knowledge.
EMNLP
Jimmy Dubuisson, Jean-Pierre Eckmann, Christian Scheible, Hinrich Schütze
2013 B conf
Towards Robust Cross-Domain Domain Adaptation for Part-of-Speech Tagging.
IJCNLP
Tobias Schnabel, Hinrich Schütze
2013 — conf
Two SVDs produce more focal deep learning representations
ICLR (Workshop Poster)
Hinrich Schütze, Christian Scheible
2013 — conf
Unsupervised Feature Adaptation for Cross-Domain NLP with an Application to Compositionality Grading.
CICLing (1)
Lukas Michelbacher, Qi Han, Hinrich Schütze
2012 — conf
A Comparative Investigation of Morphological Language Modeling for the Languages of the European Union.
HLT-NAACL
Thomas Müller, Hinrich Schütze, Helmut Schmid
2012 — conf
Active Learning for Coreference Resolution.
HLT-NAACL
Florian Laws, Florian Heimerl, Hinrich Schütze
2012 B conf
Automatic Detection of Point of View Differences in Wikipedia.
COLING
Khalid Al Khatib, Hinrich Schütze, Cathleen Kantner
2012 A conf
Automatic generation of short informative sentiment summaries.
EACL
Andrea Glaser, Hinrich Schütze
2012 B conf
Bootstrapping Sentiment Labels For Unannotated Documents With Polarity PageRank.
LREC
Christian Scheible, Hinrich Schütze
2012 — conf
Classification of Inconsistent Sentiment Words using Syntactic Constructions.
COLING (Posters)
Wiltrud Kessler, Hinrich Schütze
2012 A conf
Crosslingual distant supervision for extracting relations of different complexity.
CIKM
André Blessing, Hinrich Schütze
2012 A* conf
Preliminary study of technical terminology for the retrieval of scientific book metadata records.
SIGIR
Birger Larsen, Christina Lioma, Ingo Frommholz, Hinrich Schütze
2012 B conf
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme.
COLING
Charles Jochim, Hinrich Schütze
2012 — conf
Unsupervised sentiment analysis with a simple and fast Bayesian model using Part-of-Speech feature selection.
KONVENS
Christian Scheible, Hinrich Schütze
2011 A* conf
A Cascaded Classification Approach to Semantic Head Recognition.
EMNLP
Lukas Michelbacher, Alok Kothari, Martin Forst, Christina Lioma, Hinrich Schütze
2011 A* conf
Active Learning with Amazon Mechanical Turk.
EMNLP
Florian Laws, Christian Scheible, Hinrich Schütze
2011 A* conf
Bootstrapping coreference resolution using word associations.
ACL
Hamidreza Kobdani, Hinrich Schütze, Michael Schiehlen, Hans Kamp
2011 — conf
Context Sequence Model of Speech Production Enriched with Articulatory Features.
ICPhS
Daniel Duran, Jagoda Bruni, Hinrich Schütze, Grzegorz Dogil
2011 — conf
Expanding Queries with Term and Phrase Translations in Patent Retrieval.
IRFC
Charles Jochim, Christina Lioma, Hinrich Schütze
2011 J jnl
Half-Context Language Models.
Comput. Linguistics
Hinrich Schütze, Michael Walsh
2011 — conf
Improved Modeling of Out-Of-Vocabulary Words Using Morphological Classes.
ACL (2)
Thomas Müller, Hinrich Schütze
2011 A* conf
Integrating history-length interpolation and classes in language modeling.
ACL
Hinrich Schütze
2011 A* conf
Piggyback: Using Search Engines for Robust Cross-Domain Named Entity Recognition.
ACL
Stefan Rüd, Massimiliano Ciaramita, Jens Müller, Hinrich Schütze
2011 — conf
Prosodic Variability in Lexical Sequences: Intonation Entrenches Too.
ICPhS
Katrin Schweitzer, Michael Walsh, Sasha Calhoun, Hinrich Schütze
2011 — conf
Self Organizing Maps in NLP: Exploration of Coreference Feature Space.
WSOM
Andre Burkovski, Wiltrud Kessler, Gunther Heidemann, Hamidreza Kobdani, Hinrich Schütze
2011 A* conf
Sense discrimination for physics retrieval.
SIGIR
Christina Lioma, Alok Kothari, Hinrich Schütze
2011 A conf
Speech Events are Recoverable from Unlabeled Articulatory Data: Using an Unsupervised Clustering Approach on Data Obtained from Electromagnetic Midsaggital Articulography (EMA).
INTERSPEECH
Daniel Duran, Jagoda Bruni, Grzegorz Dogil, Hinrich Schütze
2011 — conf
Supervised Coreference Resolution with SUCRE.
CoNLL Shared Task
Hamidreza Kobdani, Hinrich Schütze
2011 — ch.
Teaching IR: Curricular Considerations.
Teaching and Learning in Information Retrieval
Daniel Blank, Norbert Fuhr, Andreas Henrich, Thomas Mandl, Thomas Rölleke, Hinrich Schütze, Benno Stein
2011 Misc conf
User Perspectives on Query Difficulty.
ICTIR
Christina Lioma, Birger Larsen, Hinrich Schütze
2010 — conf
A Linguistically Grounded Graph Model for Bilingual Lexicon Extraction.
COLING (Posters)
Florian Laws, Lukas Michelbacher, Beate Dorow, Christian Scheible, Ulrich Heid, Hinrich Schütze
2010 — conf
A subjective logic formalisation of the principle of polyrepresentation for information needs.
IIiX
Christina Lioma, Birger Larsen, Hinrich Schütze, Peter Ingwersen
2010 B conf
BabyExp: Constructing a Huge Multimodal Resource to Acquire Commonsense Knowledge Like Children Do.
LREC
Massimo Poesio, Marco Baroni, Oswald Lanz, Alessandro Lenci, Alexandros Potamianos, Hinrich Schütze, Sabine Schulte im Walde, Luca Surian
2010 — conf
Bitext-Based Resolution of German Subject-Object Ambiguities.
HLT-NAACL
Florian Schwarck, Alexander M. Fraser, Hinrich Schütze
2010 B conf
Building a Cross-lingual Relatedness Thesaurus using a Graph Similarity Measure.
LREC
Lukas Michelbacher, Florian Laws, Beate Dorow, Ulrich Heid, Hinrich Schütze
2010 B conf
Fine-Grained Geographical Relation Extraction from Wikipedia.
LREC
André Blessing, Hinrich Schütze
2010 A conf
Frequency of occurrence effects on pitch accent realisation.
INTERSPEECH
Katrin Schweitzer, Michael Walsh, Bernd Möbius, Hinrich Schütze
2010 A conf
IR, NLP, and Visualization.
ECIR
Hinrich Schütze
2010 B conf
Identification of Rare & Novel Senses Using Translations in a Parallel Corpus.
LREC
Richard Schwarz, Hinrich Schütze, Fabienne Martin, Achim Stein
2010 J jnl
Multilevel Exemplar Theory.
Cogn. Sci.
Michael Walsh, Bernd Möbius, Travis Wade, Hinrich Schütze
2010 — conf
Preliminary study into query translation for patent retrieval.
PaIR@CIKM
Charles Jochim, Christina Lioma, Hinrich Schütze, Steffen Koch, Thomas Ertl
2010 A conf
Relational feature engineering of natural language processing.
CIKM
Hamidreza Kobdani, Hinrich Schütze, Andre Burkovski, Wiltrud Kessler, Gunther Heidemann
2010 — conf
SUCRE: A Modular System for Coreference Resolution.
SemEval@ACL
Hamidreza Kobdani, Hinrich Schütze
2010 B conf
Self-Annotation for fine-grained geospatial relation extraction.
COLING
André Blessing, Hinrich Schütze
2010 — conf
Sentiment Translation through Multi-Edge Graphs.
COLING (Posters)
Christian Scheible, Florian Laws, Lukas Michelbacher, Hinrich Schütze
2010 J jnl
Syllable frequency effects in a context-sensitive segment production model.
J. Phonetics
Travis Wade, Grzegorz Dogil, Hinrich Schütze, Michael Walsh, Bernd Möbius
2010 J jnl
Visuelle Textanalyse - Interaktive Exploration von semantischen Inhalten.
Inform. Spektrum
Christian Rohrdantz, Steffen Koch, Charles Jochim, Gerhard Heyer, Gerik Scheuermann, Thomas Ertl, Hinrich Schütze, Daniel A. Keim
2009 A conf
Frequency Matters: Pitch Accents and Information Status.
EACL
Katrin Schweitzer, Michael Walsh, Bernd Möbius, Arndt Riester, Antje Schweitzer, Hinrich Schütze
2009 J jnl
Information Retrieval: Concepts and Practical Considerations for Teaching a Rising Topic.
Datenbank-Spektrum
Daniel Blank, Norbert Fuhr, Andreas Henrich, Thomas Mandl, Thomas Rölleke, Hinrich Schütze, Benno Stein
2009 — conf
On a Generic Uncertainty Model for Position Information.
QuaCon
Ralph Lange, Harald Weinschrott, Lars Geiger, André Blessing, Frank Dürr, Kurt Rothermel, Hinrich Schütze
2009 — conf
RENS - Enabling a Robot to Identify a Person.
ICIRA
Xin Yan, Sabina Jeschke, Amit Dubey, Marc Wilke, Hinrich Schütze
2009 A conf
Rich Bitext Projection Features for Parse Reranking.
EACL
Alexander M. Fraser, Renjing Wang, Hinrich Schütze
2009 — conf
Visual Exploration of Classifiers for Hybrid Textual and Geospatial Matching.
VMV
Harald Sanftmann, André Blessing, Hinrich Schütze, Daniel Weiskopf
2009 — conf
Word Alignment by Thresholded Two-Dimensional Normalization.
MTSummit
Hamidreza Kobdani, Alexander Fraser, Hinrich Schütze
2008 A* conf
A Graph-theoretic Model of Lexical Syntactic Acquisition.
EMNLP
Hinrich Schütze, Michael Walsh
2008 B conf
A Question Answering System for German. Experiments with Morphological Linguistic Resources.
LREC
Florian Koehler, Hinrich Schütze, Michaela Atterer
2008 B conf
An Inverted Index for Storing and Retrieving Grammatical Dependencies.
LREC
Michaela Atterer, Hinrich Schütze
2008 C conf
Automatic acquisition of vernacular places.
iiWAS
André Blessing, Hinrich Schütze
2008 A conf
Disorder inequality: a combinatorial approach to nearest neighbor search.
WSDM
Navin Goyal, Yury Lifshits, Hinrich Schütze
2008 A conf
Examining pitch-accent variability from an exemplar-theoretic perspective.
INTERSPEECH
Michael Walsh, Katrin Schweitzer, Bernd Möbius, Hinrich Schütze
2008 — book
Introduction to information retrieval.
Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze
2008 B conf
Stopping Criteria for Active Learning of Named Entity Recognition.
COLING
Florian Laws, Hinrich Schütze
2007 A* conf
Improving active learning recall via disjunctive boolean constraints.
SIGIR
Emre Velipasaoglu, Hinrich Schütze, Jan O. Pedersen
2007 J jnl
Prepositional Phrase Attachment without Oracles.
Comput. Linguistics
Michaela Atterer, Hinrich Schütze
2007 — conf
Towards a context model driven german geo-tagging system.
GIR
André Blessing, Reinhard Kuntz, Hinrich Schütze
2006 B conf
A Lattice-Based Framework for Enhancing Statistical Parsers with Information from Unlabeled Corpora.
CoNLL
Michaela Atterer, Hinrich Schütze
2006 — conf
Language-Derived Information and Context Models.
PerCom Workshops
André Blessing, Stefan Klatt, Hinrich Schütze, Daniela Nicklas, Steffen Volz
2006 A conf
Performance thresholding in practical text classification.
CIKM
Hinrich Schütze, Emre Velipasaoglu, Jan O. Pedersen
2006 A* conf
The Effect of Corpus Size in Combining Supervised and Unsupervised Training for Disambiguation.
ACL
Michaela Atterer, Hinrich Schütze
2004 J jnl
GAPSCORE: finding gene and protein names one word at a time.
Bioinform.
Jeffrey T. Chang, Hinrich Schütze, Russ B. Altman
2003 J jnl
Inclusion of Textual Documentation in the Analysis of Multidimensional Data Sets: Application to Gene Expression Data.
Mach. Learn.
Soumya Raychaudhuri, Hinrich Schütze, Russ B. Altman
2002 J jnl
Personalized search.
Commun. ACM
James E. Pitkow, Hinrich Schütze, Todd A. Cass, Robert Cooley, Don Turnbull, Andy Edmonds, Eytan Adar, Thomas M. Breuel
2002 J jnl
Research Paper: Creating an Online Dictionary of Abbreviations from MEDLINE.
J. Am. Medical Informatics Assoc.
Jeffrey T. Chang, Hinrich Schütze, Russ B. Altman
2001 — book
Foundations of statistical natural language processing.
Christopher D. Manning, Hinrich Schütze
2000 A* ed.
Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, EMNLP 2000, Hong Kong, October 7-8, 2000
EMNLP
Hinrich Schütze, Keh-Yih Su
1999 — conf
Multimodal browsing of images in Web documents.
Document Recognition and Retrieval
Francine Chen, Ullas Gargi, Les T. Niles, Hinrich Schütze
1998 J jnl
Automatic Word Sense Discrimination.
Comput. Linguistics
Hinrich Schütze
1997 J jnl
A Cooccurrence-Based Thesaurus and Two Applications to Information Retrieval.
Inf. Process. Manag.
Hinrich Schütze, Jan O. Pedersen
1997 — book
Ambiguity resolution in language learning - computational and cognitive models.
Hinrich Schütze
1997 J jnl
Automatic Detection of Text Genre
CoRR
Brett Kessler, Geoffrey Nunberg, Hinrich Schütze
1997 A* conf
Automatic Detection of Text Genre.
ACL
Brett Kessler, Geoffrey Nunberg, Hinrich Schütze
1997 A* conf
Projections for Efficient Document Clustering.
SIGIR
Hinrich Schütze, Craig Silverstein
1996 A* conf
Method Combination For Document Filtering.
SIGIR
David A. Hull, Jan O. Pedersen, Hinrich Schütze
1996 — conf
Xerox TREC-5 Site Report: Routing, Filtering, NLP, and Spanish Tracks.
TREC
David A. Hull, Gregory Grefenstette, B. Maximilian Schulze, Éric Gaussier, Hinrich Schütze, Jan O. Pedersen
1995 A* conf
A Comparison of Classifiers and Document Representations for the Routing Problem.
SIGIR
Hinrich Schütze, David A. Hull, Jan O. Pedersen
1995 J jnl
Distributional Part-of-Speech Tagging
CoRR
Hinrich Schütze
1995 — conf
Xerox Site Report: Four TREC-4 Tracks.
TREC
Marti A. Hearst, Jan O. Pedersen, Peter Pirolli, Hinrich Schütze, Gregory Grefenstette, David A. Hull
1994 — conf
A Cooccurence-Based. Thesaurus and two Applications on Information Retrieval.
RIAO
Hinrich Schütze, Jan O. Pedersen
1994 A* conf
Part-of-Speech Tagging using a Variable Memory Markov Model.
ACL
Hinrich Schütze, Yoram Singer
1994 — conf
Xerox TREC-3 Report: Combining Exact and Fuzzy Predictors.
TREC
Hinrich Schütze, Jan O. Pedersen, Marti A. Hearst
1993 — conf
Distributed syntactic representations with an application to part-of-speech tagging.
ICNN
Hinrich Schütze
1993 A* conf
Part-of-Speech Induction from Scratch.
ACL
Hinrich Schütze
1992 A conf
Dimensions of Meaning.
SC
Hinrich Schütze
1992 — conf
Word Space.
NIPS
Hinrich Schütze
1991 A* conf
Communication and Inference through Situations.
IJCAI
Hideyuki Nakashima, Stanley Peters, Hinrich Schütze
1991 — conf
The Treatment of Plurality in L-LILOG.
Text Understanding in LILOG
Godehard Link, Hinrich Schütze
1989 J jnl
Pluralbehandlung in natürlichsprachlichen Wissensverabeitungssystemen
IWBS Report
Hinrich Schütze