Anna Korhonen - RankMe

319 papers A* 36A 4B 28C 2Journal 153Unranked 91

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Artificial intelligence is creating a new global linguistic hierarchy. CoRR Giulia Occhini, Kumiko Tanaka-Ishii, Anna Barford, Refael Tikochinski, Songbo Hu, Roi Reichart, Yijie Zhou, Hannah Claus, Ulla Petti, Ivan Vulic, Ramit Debnath, Anna Korhonen
2026	J	`jnl`	Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective. CoRR Beiduo Chen, Tiancheng Hu, Caiqi Zhang, Robert Litschko, Anna Korhonen, Barbara Plank
2026	J	`jnl`	How Well Do Models Follow Visual Instructions? VIBE: A Systematic Benchmark for Visual Instruction-Driven Image Editing. CoRR Huanyu Zhang, Xuehai Bai, Chengzu Li, Chen Liang, Haochen Tian, Haodong Li, Ruichuan An, Yifan Zhang, Anna Korhonen, Zhang Zhang, Liang Wang, Tieniu Tan
2026	J	`jnl`	LLMs Aren't Human: A Critical Perspective on LLM Personality. CoRR Kim Zierahn, Cristina Cachero, Anna Korhonen, Nuria Oliver
2026	J	`jnl`	Self-Improving World Modelling with Latent Actions. CoRR Yifu Qiu, Zheng Zhao, Waylon Li, Yftah Ziser, Anna Korhonen, Shay B. Cohen, Edoardo M. Ponti
2026	J	`jnl`	Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning. CoRR Chengzu Li, Zanyi Wang, Jiaang Li, Yi Xu, Han Zhou, Huanyu Zhang, Ruichuan An, Dengyang Jiang, Zhaochong An, Ivan Vulic, Serge J. Belongie, Anna Korhonen
2026	—	`conf`	When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training. EACL (Volume 1: Long Papers) Felicia Körner, Max Müller-Eberstein, Anna Korhonen, Barbara Plank
2026	J	`jnl`	When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training. CoRR Felicia Körner, Max Müller-Eberstein, Anna Korhonen, Barbara Plank
2025	—	`conf`	A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI. ACL (Findings) Beiduo Chen, Siyao Peng, Anna Korhonen, Barbara Plank
2025	J	`jnl`	Agentic Policy Optimization via Instruction-Policy Co-Evolution. CoRR Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
2025	J	`jnl`	Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? Trans. Assoc. Comput. Linguistics Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
2025	—	`conf`	Analyzing the Effect of Linguistic Instructions on Paraphrase Generation. NoDaLiDa/Baltic-HLT Teemu Vahtola, Songbo Hu, Mathias Creutz, Ivan Vulic, Anna Korhonen, Jörg Tiedemann
2025	J	`jnl`	Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models. CoRR Ej Zhou, Caiqi Zhang, Tiancheng Hu, Chengzu Li, Nigel Collier, Ivan Vulic, Anna Korhonen
2025	J	`jnl`	Bolmo: Byteifying the Next Generation of Language Models. CoRR Benjamin Minixhofer, Tyler Murray, Tomasz Limisiewicz, Anna Korhonen, Luke Zettlemoyer, Noah A. Smith, Edoardo M. Ponti, Luca Soldaini, Valentin Hofmann
2025	J	`jnl`	Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models. CoRR Yifu Qiu, Yftah Ziser, Anna Korhonen, Shay B. Cohen, Edoardo M. Ponti
2025	—	`conf`	Cultural Learning-Based Culture Adaptation of Language Models. ACL (1) Chen Cecilia Liu, Anna Korhonen, Iryna Gurevych
2025	J	`jnl`	Cultural Learning-Based Culture Adaptation of Language Models. CoRR Chen Cecilia Liu, Anna Korhonen, Iryna Gurevych
2025	J	`jnl`	Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. Trans. Assoc. Comput. Linguistics Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen
2025	J	`jnl`	Donors and Recipients: On Asymmetric Transfer Across Tasks and Languages with Parameter-Efficient Fine-Tuning. CoRR Kajetan Dymkiewicz, Ivan Vulic, Helen Yannakoudakis, Eilam Shapira, Roi Reichart, Anna Korhonen
2025	A*	`conf`	Explainability and Interpretability of Multilingual Large Language Models: A Survey. EMNLP Lucas Resck, Isabelle Augenstein, Anna Korhonen
2025	—	`conf`	Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes. ACL (1) Sharan Maiya, Yinhong Liu, Ramit Debnath, Anna Korhonen
2025	J	`jnl`	Improving Preference Extraction In LLMs By Identifying Latent Knowledge Through Classifying Probes. CoRR Sharan Maiya, Yinhong Liu, Ramit Debnath, Anna Korhonen
2025	A*	`conf`	Iterative Multilingual Spectral Attribute Erasure. EMNLP Shun Shao, Yftah Ziser, Zheng Zhao, Yifu Qiu, Shay B. Cohen, Anna Korhonen
2025	J	`jnl`	Iterative Multilingual Spectral Attribute Erasure. CoRR Shun Shao, Yftah Ziser, Zheng Zhao, Yifu Qiu, Shay B. Cohen, Anna Korhonen
2025	—	`conf`	Large Language Models are Miscalibrated In-Context Learners. ACL (Findings) Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic
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	J	`jnl`	Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies. CoRR Han Zhou, Xingchen Wan, Ruoxi Sun, Hamid Palangi, Shariq Iqbal, Ivan Vulic, Anna Korhonen, Sercan Ö. Arik
2025	J	`jnl`	Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. Trans. Assoc. Comput. Linguistics Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
2025	A*	`conf`	Quantifying Language Disparities in Multilingual Large Language Models. EMNLP Songbo Hu, Ivan Vulic, Anna Korhonen
2025	J	`jnl`	Quantifying Language Disparities in Multilingual Large Language Models. CoRR Songbo Hu, Ivan Vulic, Anna Korhonen
2025	A*	`conf`	Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation. EMNLP Beiduo Chen, Yang Janet Liu, Anna Korhonen, Barbara Plank
2025	J	`jnl`	Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation. CoRR Beiduo Chen, Yang Janet Liu, Anna Korhonen, Barbara Plank
2025	J	`jnl`	Visual Planning: Let's Think Only with Images. CoRR Yi Xu, Chengzu Li, Han Zhou, Xingchen Wan, Caiqi Zhang, Anna Korhonen, Ivan Vulic
2024	—	`conf`	"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP (Findings) Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank
2024	J	`jnl`	"Seeing the Big through the Small": Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? CoRR Beiduo Chen, Xinpeng Wang, Siyao Peng, Robert Litschko, Anna Korhonen, Barbara Plank
2024	J	`jnl`	A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI. CoRR Beiduo Chen, Siyao Peng, Anna Korhonen, Barbara Plank
2024	J	`jnl`	Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators. CoRR Yinhong Liu, Han Zhou, Zhijiang Guo, Ehsan Shareghi, Ivan Vulic, Anna Korhonen, Nigel Collier
2024	J	`jnl`	Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? CoRR Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
2024	—	`conf`	Are Large Language Model Temporally Grounded? NAACL-HLT Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2024	J	`jnl`	AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. Trans. Assoc. Comput. Linguistics Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
2024	J	`jnl`	CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation. CoRR Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad
2024	A	`conf`	CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation. RecSys Yaoyiran Li, Xiang Zhai, Moustafa Alzantot, Keyi Yu, Ivan Vulic, Anna Korhonen, Mohamed Hammad
2024	—	`conf`	Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. BioNLP@ACL Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen
2024	J	`jnl`	Can Rule-Based Insights Enhance LLMs for Radiology Report Classification? Introducing the RadPrompt Methodology. CoRR Panagiotis Fytas, Anna Breger, Ian Selby, Simon Baker, Shahab Shahipasand, Anna Korhonen
2024	J	`jnl`	Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art. CoRR Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen
2024	—	`conf`	DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. NAACL (Demonstrations) Songbo Hu, Xiaobin Wang, Moy Yuan, Anna Korhonen, Ivan Vulic
2024	J	`jnl`	DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models. CoRR Songbo Hu, Xiaobin Wang, Zhangdie Yuan, Anna Korhonen, Ivan Vulic
2024	A*	`conf`	Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. EMNLP Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
2024	J	`jnl`	Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments. CoRR Han Zhou, Xingchen Wan, Yinhong Liu, Nigel Collier, Ivan Vulic, Anna Korhonen
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	—	`conf`	Investigating the Potential of Task Arithmetic for Cross-Lingual Transfer. EACL (2) Marinela Parovic, Ivan Vulic, Anna Korhonen
2024	—	`conf`	LoSST-AD: A Longitudinal Corpus for Tracking Alzheimer's Disease Related Changes in Spontaneous Speech. LREC/COLING Ulla Petti, Anna Korhonen
2024	—	`conf`	LongForm: Effective Instruction Tuning with Reverse Instructions. EMNLP (Findings) Abdullatif Köksal, Timo Schick, Anna Korhonen, 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	—	`conf`	Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. LREC/COLING Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
2024	—	`conf`	SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. NAACL-HLT Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
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	J	`jnl`	Scaling Sparse Fine-Tuning to Large Language Models. CoRR Alan Ansell, Ivan Vulic, Hannah Sterz, Anna Korhonen, Edoardo M. Ponti
2024	—	`conf`	Self-Augmented In-Context Learning for Unsupervised Word Translation. ACL (Short Papers) Yaoyiran Li, Anna Korhonen, Ivan Vulic
2024	J	`jnl`	Self-Augmented In-Context Learning for Unsupervised Word Translation. CoRR Yaoyiran Li, Anna Korhonen, Ivan Vulic
2024	A*	`conf`	Spectral Editing of Activations for Large Language Model Alignment. NeurIPS Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2024	J	`jnl`	Spectral Editing of Activations for Large Language Model Alignment. CoRR Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
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	J	`jnl`	Text mining for contexts and relationships in cancer genomics literature. Bioinform. Charlotte Collins, Simon Baker, Jason Brown, Huiyuan Zheng, Adelyne Chan, Ulla Stenius, Masashi Narita, Anna Korhonen
2024	A*	`conf`	TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. EMNLP Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
2024	J	`jnl`	TopViewRS: Vision-Language Models as Top-View Spatial Reasoners. CoRR Chengzu Li, Caiqi Zhang, Han Zhou, Nigel Collier, Anna Korhonen, Ivan Vulic
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	A*	`conf`	Your Prompt Is My Command: On Assessing the Human-Centred Generality of Multimodal Models (Abstract Reprint). AAAI Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
2023	A*	`conf`	A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. EMNLP Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems. CoRR Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	Are Large Language Models Temporally Grounded? CoRR Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
2023	J	`jnl`	AutoPEFT: Automatic Configuration Search for Parameter-Efficient Fine-Tuning. CoRR Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
2023	A	`conf`	Can Pretrained Language Models (Yet) Reason Deductively? EACL Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
2023	J	`jnl`	Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. Trans. Assoc. Comput. Linguistics Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2023	—	`conf`	Cross-Lingual Transfer with Target Language-Ready Task Adapters. ACL (Findings) Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Cross-Lingual Transfer with Target Language-Ready Task Adapters. CoRR Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen
2023	—	`conf`	Delving Deeper into Cross-lingual Visual Question Answering. EACL (Findings) Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
2023	A*	`conf`	Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2023	J	`jnl`	Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
2023	—	`conf`	Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. ACL (Findings) Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	Distilling Efficient Language-Specific Models for Cross-Lingual Transfer. CoRR Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2023	—	`conf`	Ethical considerations in the early detection of Alzheimer's disease using speech and AI. FAccT Ulla Petti, Rune Nyrup, Jeffrey M. Skopek, Anna Korhonen
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`	LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze
2023	J	`jnl`	Multi 3 WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. Trans. Assoc. Comput. Linguistics Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
2023	—	`conf`	Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. ACL (Findings) Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
2023	J	`jnl`	Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems. CoRR Songbo Hu, Han Zhou, Mete Hergul, Milan Gritta, Guchun Zhang, Ignacio Iacobacci, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models. CoRR Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart
2023	J	`jnl`	Navigating the development challenges in creating complex data systems. Nat. Mac. Intell. Sören Dittmer, Michael Roberts, Julian D. Gilbey, Ander Biguri, Ian Selby, Anna Breger, Matthew Thorpe, Jonathan R. Weir-McCall, Effrossyni Gkrania-Klotsas, Anna Korhonen, Emily R. Jefferson, Georg Langs, Guang Yang, Helmut Prosch, Jan Stanczuk, Jing Tang, Judith Babar, Lorena Escudero Sanchez, Philip Teare, Mishal Patel, Marcel Wassin, Markus Holzer, Nicholas Walton, Pietro Lió, Tolou Shadbahr, Evis Sala, Jacobus Preller, James H. F. Rudd, John A. D. Aston, Carola-Bibiane Schönlieb
2023	A*	`conf`	On Bilingual Lexicon Induction with Large Language Models. EMNLP Yaoyiran Li, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	On Bilingual Lexicon Induction with Large Language Models. CoRR Yaoyiran Li, Anna Korhonen, Ivan Vulic
2023	J	`jnl`	On Task Performance and Model Calibration with Supervised and Self-Ensembled In-Context Learning. CoRR Chengzu Li, Han Zhou, Goran Glavas, Anna Korhonen, Ivan Vulic
2023	A	`conf`	Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. EACL Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2023	—	`conf`	Quantifying the Dialect Gap and its Correlates Across Languages. EMNLP (Findings) Anjali Kantharuban, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Quantifying the Dialect Gap and its Correlates Across Languages. CoRR Anjali Kantharuban, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU. CoRR Evgeniia Razumovskaia, Goran Glavas, Anna Korhonen, Ivan Vulic
2023	—	`conf`	Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. EMNLP (Findings) Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning. CoRR Han Zhou, Xingchen Wan, Ivan Vulic, Anna Korhonen
2023	A*	`conf`	Transfer-Free Data-Efficient Multilingual Slot Labeling. EMNLP Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Transfer-Free Data-Efficient Multilingual Slot Labeling. CoRR Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
2023	—	`conf`	Translation-Enhanced Multilingual Text-to-Image Generation. ACL (1) Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
2023	J	`jnl`	Translation-Enhanced Multilingual Text-to-Image Generation. CoRR Yaoyiran Li, Ching-Yun Chang, Stephen Rawls, Ivan Vulic, Anna Korhonen
2023	A*	`conf`	Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity. EMNLP Alan Ansell, Marinela Parovic, Ivan Vulic, Anna Korhonen, Edoardo M. Ponti
2023	J	`jnl`	Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models. J. Artif. Intell. Res. Wout Schellaert, Fernando Martínez-Plumed, Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Seán Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo
2022	—	`conf`	BAD-X: Bilingual Adapters Improve Zero-Shot Cross-Lingual Transfer. NAACL-HLT Marinela Parovic, Goran Glavas, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Can Pretrained Language Models (Yet) Reason Deductively? CoRR Zhangdie Yuan, Songbo Hu, Ivan Vulic, Anna Korhonen, Zaiqiao Meng
2022	—	`conf`	Composable Sparse Fine-Tuning for Cross-Lingual Transfer. ACL (1) Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation. CoRR Olga Majewska, Evgeniia Razumovskaia, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems. J. Artif. Intell. Res. Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2022	—	`conf`	Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue. ACL (Findings) Evgeniia Razumovskaia, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Delving Deeper into Cross-lingual Visual Question Answering. CoRR Chen Liu, Jonas Pfeiffer, Anna Korhonen, Ivan Vulic, Iryna Gurevych
2022	J	`jnl`	Exposing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders. CoRR Ivan Vulic, Goran Glavas, Fangyu Liu, Nigel Collier, Edoardo Maria Ponti, Anna Korhonen
2022	—	`conf`	Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. EMNLP (Findings) Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
2022	J	`jnl`	Improving Bilingual Lexicon Induction with Cross-Encoder Reranking. CoRR Yaoyiran Li, Fangyu Liu, Ivan Vulic, Anna Korhonen
2022	—	`conf`	Improving Word Translation via Two-Stage Contrastive Learning. ACL (1) Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	Improving Word Translation via Two-Stage Contrastive Learning. CoRR Yaoyiran Li, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2022	J	`jnl`	MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue. CoRR Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou, Ivan Vulic, Anna Korhonen, Alexandra Birch
2022	A*	`conf`	Measuring Context-Word Biases in Lexical Semantic Datasets. EMNLP Qianchu Liu, Diana McCarthy, Anna Korhonen
2022	J	`jnl`	Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems. CoRR Songbo Hu, Ivan Vulic, Fangyu Liu, Anna Korhonen
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	—	`conf`	AM2iCo: Evaluating Word Meaning in Context across Low-Resource Languages with Adversarial Examples. EMNLP (1) Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
2021	J	`jnl`	AM2iCo: Evaluating Word Meaning in Context across Low-ResourceLanguages with Adversarial Examples. CoRR Qianchu Liu, Edoardo Maria Ponti, Diana McCarthy, Ivan Vulic, Anna Korhonen
2021	J	`jnl`	BioVerbNet: a large semantic-syntactic classification of verbs in biomedicine. J. Biomed. Semant. Olga Majewska, Charlotte Collins, Simon Baker, Jari Björne, Susan Windisch Brown, Anna Korhonen, Martha Palmer
2021	A	`conf`	Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. EACL Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
2021	J	`jnl`	Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification. CoRR Yi Zhu, Ehsan Shareghi, Yingzhen Li, Roi Reichart, Anna Korhonen
2021	J	`jnl`	Composable Sparse Fine-Tuning for Cross-Lingual Transfer. CoRR Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	Context vs Target Word: Quantifying Biases in Lexical Semantic Datasets. CoRR Qianchu Liu, Diana McCarthy, Anna Korhonen
2021	J	`jnl`	Crossing the Conversational Chasm: A Primer on Multilingual Task-Oriented Dialogue Systems. CoRR Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders. EMNLP (1) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	Improving Machine Translation of Rare and Unseen Word Senses. WMT@EMNLP Viktor Hangya, Qianchu Liu, Dario Stojanovski, Alexander Fraser, Anna Korhonen
2021	—	`conf`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. ACL/IJCNLP (2) Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	J	`jnl`	Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. CoRR Fangyu Liu, Ivan Vulic, Anna Korhonen, Nigel Collier
2021	—	`conf`	LexFit: Lexical Fine-Tuning of Pretrained Language Models. ACL/IJCNLP (1) Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2021	—	`conf`	MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer. EMNLP (Findings) Alan Ansell, Edoardo Maria Ponti, Jonas Pfeiffer, Sebastian Ruder, Goran Glavas, Ivan Vulic, Anna Korhonen
2021	B	`conf`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoNLL Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models. CoRR Qianchu Liu, Fangyu Liu, Nigel Collier, Anna Korhonen, Ivan Vulic
2021	J	`jnl`	PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory. IEEE ACM Trans. Audio Speech Lang. Process. Yixuan Su, Yan Wang, Deng Cai, Simon Baker, Anna Korhonen, Nigel Collier
2021	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. Trans. Assoc. Comput. Linguistics Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2021	J	`jnl`	Semantic Data Set Construction from Human Clustering and Spatial Arrangement. Comput. Linguistics Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen
2021	J	`jnl`	Towards Zero-shot Language Modeling. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2021	—	`conf`	Verb Knowledge Injection for Multilingual Event Processing. ACL/IJCNLP (1) Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
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	J	`jnl`	A systematic literature review of automatic Alzheimer's disease detection from speech and language. J. Am. Medical Informatics Assoc. Ulla Petti, Simon Baker, Anna Korhonen
2020	A*	`conf`	Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction. ACL Mladen Karan, Ivan Vulic, Anna Korhonen, Goran Glavas
2020	B	`conf`	Emergent Communication Pretraining for Few-Shot Machine Translation. COLING Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2020	J	`jnl`	Emergent Communication Pretraining for Few-Shot Machine Translation. CoRR Yaoyiran Li, Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2020	—	`conf`	Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces. RepL4NLP@ACL Ivan Vulic, Anna Korhonen, Goran Glavas
2020	A*	`conf`	Investigating Word-Class Distributions in Word Vector Spaces. ACL Ryohei Sasano, Anna Korhonen
2020	J	`jnl`	Lost in Embedding Space: Explaining Cross-Lingual Task Performance with Eigenvalue Divergence. CoRR Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
2020	B	`conf`	Manual Clustering and Spatial Arrangement of Verbs for Multilingual Evaluation and Typology Analysis. COLING Olga Majewska, Ivan Vulic, Diana McCarthy, Anna Korhonen
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity. CoRR Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity. Comput. Linguistics Ivan Vulic, Simon Baker, Edoardo Maria Ponti, Ulla Petti, Ira Leviant, Kelly Wing, Olga Majewska, Eden Bar, Matt Malone, Thierry Poibeau, Roi Reichart, Anna Korhonen
2020	A*	`conf`	Multidirectional Associative Optimization of Function-Specific Word Representations. ACL Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Multidirectional Associative Optimization of Function-Specific Word Representations. CoRR Daniela Gerz, Ivan Vulic, Marek Rei, Roi Reichart, Anna Korhonen
2020	J	`jnl`	Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages. CoRR Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
2020	—	`conf`	Probing Pretrained Language Models for Lexical Semantics. EMNLP (1) Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
2020	J	`jnl`	Probing Pretrained Language Models for Lexical Semantics. CoRR Ivan Vulic, Edoardo Maria Ponti, Robert Litschko, Goran Glavas, Anna Korhonen
2020	J	`jnl`	Prototype-to-Style: Dialogue Generation with Style-Aware Editing on Retrieval Memory. CoRR Yixuan Su, Yan Wang, Simon Baker, Deng Cai, Xiaojiang Liu, Anna Korhonen, Nigel Collier
2020	—	`conf`	SemEval-2020 Task 2: Predicting Multilingual and Cross-Lingual (Graded) Lexical Entailment. SemEval@COLING Goran Glavas, Ivan Vulic, Anna Korhonen, Simone Paolo Ponzetto
2020	B	`conf`	Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction. LREC Olga Majewska, Diana McCarthy, Jasper J. F. van den Bosch, Nikolaus Kriegeskorte, Ivan Vulic, Anna Korhonen
2020	B	`conf`	Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity. COLING Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2020	J	`jnl`	Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy. CoRR Yixuan Su, Deng Cai, Yan Wang, Simon Baker, Anna Korhonen, Nigel Collier, Xiaojiang Liu
2020	—	`conf`	The Secret is in the Spectra: Predicting Cross-lingual Task Performance with Spectral Similarity Measures. EMNLP (1) Haim Dubossarsky, Ivan Vulic, Roi Reichart, Anna Korhonen
2020	—	`conf`	Towards Better Context-aware Lexical Semantics: Adjusting Contextualized Representations through Static Anchors. EMNLP (1) Qianchu Liu, Diana McCarthy, Anna Korhonen
2020	J	`jnl`	Verb Knowledge Injection for Multilingual Event Processing. CoRR Olga Majewska, Ivan Vulic, Goran Glavas, Edoardo Maria Ponti, Anna Korhonen
2020	—	`conf`	XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. EMNLP (1) Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
2020	J	`jnl`	XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning. CoRR Edoardo Maria Ponti, Goran Glavas, Olga Majewska, Qianchu Liu, Ivan Vulic, Anna Korhonen
2019	—	`conf`	A Systematic Study of Leveraging Subword Information for Learning Word Representations. NAACL-HLT (1) Yi Zhu, Ivan Vulic, Anna Korhonen
2019	J	`jnl`	A Systematic Study of Leveraging Subword Information for Learning Word Representations. CoRR Yi Zhu, Ivan Vulic, Anna Korhonen
2019	J	`jnl`	A neural classification method for supporting the creation of BioVerbNet. J. Biomed. Semant. Billy Chiu, Olga Majewska, Sampo Pyysalo, Laura Wey, Ulla Stenius, Anna Korhonen, Martha Palmer
2019	—	`conf`	Bayesian Learning for Neural Dependency Parsing. NAACL-HLT (1) Ehsan Shareghi, Yingzhen Li, Yi Zhu, Roi Reichart, Anna Korhonen
2019	—	`conf`	Cross-lingual Semantic Specialization via Lexical Relation Induction. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	—	`conf`	Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP/IJCNLP (1) Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	J	`jnl`	Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? CoRR Ivan Vulic, Goran Glavas, Roi Reichart, Anna Korhonen
2019	—	`conf`	Enhancing biomedical word embeddings by retrofitting to verb clusters. BioNLP@ACL Billy Chiu, Simon Baker, Martha Palmer, Anna Korhonen
2019	J	`jnl`	Informing Unsupervised Pretraining with External Linguistic Knowledge. CoRR Anne Lauscher, Ivan Vulic, Edoardo Maria Ponti, Anna Korhonen, Goran Glavas
2019	B	`conf`	Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation. CoNLL Qianchu Liu, Diana McCarthy, Ivan Vulic, Anna Korhonen
2019	J	`jnl`	LION LBD: a literature-based discovery system for cancer biology. Bioinform. Sampo Pyysalo, Simon Baker, Imran Ali, Stefan Haselwimmer, Tejas Shah, Andrew Young, Yufan Guo, Johan Högberg, Ulla Stenius, Masashi Narita, Anna Korhonen
2019	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. Comput. Linguistics Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2019	B	`conf`	On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoNLL Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
2019	J	`jnl`	On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages. CoRR Yi Zhu, Benjamin Heinzerling, Ivan Vulic, Michael Strube, Roi Reichart, Anna Korhonen
2019	—	`ed.`	Proceedings of the 57th Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July 28- August 2, 2019, Volume 1: Long Papers ACL (1) Anna Korhonen, David R. Traum, Lluís Màrquez
2019	—	`conf`	Second-order contexts from lexical substitutes for few-shot learning of word representations. *SEM@NAACL-HLT Qianchu Liu, Diana McCarthy, Anna Korhonen
2019	—	`conf`	Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. EMNLP/IJCNLP (1) Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen
2019	J	`jnl`	Semi-supervised Bootstrapping of Dialogue State Trackers for Task Oriented Modelling. CoRR Bo-Hsiang Tseng, Marek Rei, Pawel Budzianowski, Richard E. Turner, Bill Byrne, Anna Korhonen
2019	—	`conf`	Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines. NAACL-HLT (1) Ehsan Shareghi, Daniela Gerz, Ivan Vulic, Anna Korhonen
2019	—	`conf`	Towards Zero-shot Language Modeling. EMNLP/IJCNLP (1) Edoardo Maria Ponti, Ivan Vulic, Ryan Cotterell, Roi Reichart, Anna Korhonen
2018	B	`conf`	Acquiring Verb Classes Through Bottom-Up Semantic Verb Clustering. LREC Olga Majewska, Diana McCarthy, Ivan Vulic, Anna Korhonen
2018	A*	`conf`	Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. EMNLP Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	J	`jnl`	Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization. CoRR Edoardo Maria Ponti, Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	J	`jnl`	Bio-SimVerb and Bio-SimLex: wide-coverage evaluation sets of word similarity in biomedicine. BMC Bioinform. Billy Chiu, Sampo Pyysalo, Ivan Vulic, Anna Korhonen
2018	J	`jnl`	Investigating the cross-lingual translatability of VerbNet-style classification. Lang. Resour. Evaluation Olga Majewska, Ivan Vulic, Diana McCarthy, Yan Huang, Akira Murakami, Veronika Laippala, Anna Korhonen
2018	—	`conf`	Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP. ACL (1) Edoardo Maria Ponti, Roi Reichart, Anna Korhonen, Ivan Vulic
2018	J	`jnl`	Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction. Trans. Assoc. Comput. Linguistics Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen
2018	J	`jnl`	Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing. CoRR Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Thierry Poibeau, Ekaterina Shutova, Anna Korhonen
2018	J	`jnl`	Neural networks for link prediction in realistic biomedical graphs: a multi-dimensional evaluation of graph embedding-based approaches. BMC Bioinform. Gamal K. O. Crichton, Yufan Guo, Sampo Pyysalo, Anna Korhonen
2018	A*	`conf`	On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling. EMNLP Daniela Gerz, Ivan Vulic, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen
2018	—	`conf`	Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. NAACL-HLT Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	J	`jnl`	Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources. CoRR Ivan Vulic, Goran Glavas, Nikola Mrksic, Anna Korhonen
2018	B	`ed.`	Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018 CoNLL Anna Korhonen, Ivan Titov
2017	J	`jnl`	A neural network multi-task learning approach to biomedical named entity recognition. BMC Bioinform. Gamal K. O. Crichton, Sampo Pyysalo, Billy Chiu, Anna Korhonen
2017	B	`conf`	Automatic Selection of Context Configurations for Improved Class-Specific Word Representations. CoNLL Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen
2017	J	`jnl`	Cancer Hallmarks Analytics Tool (CHAT): a text mining approach to organize and evaluate scientific literature on cancer. Bioinform. Simon Baker, Imran Ali, Ilona Silins, Sampo Pyysalo, Yufan Guo, Johan Högberg, Ulla Stenius, Anna Korhonen
2017	A*	`conf`	Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. EMNLP Ivan Vulic, Nikola Mrksic, Anna Korhonen
2017	J	`jnl`	Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation. CoRR Ivan Vulic, Nikola Mrksic, Anna Korhonen
2017	—	`conf`	Decoding Sentiment from Distributed Representations of Sentences. *SEM Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2017	J	`jnl`	Decoding Sentiment from Distributed Representations of Sentences. CoRR Edoardo Maria Ponti, Ivan Vulic, Anna Korhonen
2017	J	`jnl`	Erratum: Link prediction in drug-target interactions network using similarity indices. CoRR Yiding Lu, Yufan Guo, Anna Korhonen
2017	—	`conf`	Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation. EACL (1) Ivan Vulic, Douwe Kiela, Anna Korhonen
2017	—	`conf`	Event-Related Features in Feedforward Neural Networks Contribute to Identifying Causal Relations in Discourse. LSDSem@EACL Edoardo Maria Ponti, Anna Korhonen
2017	J	`jnl`	HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. Comput. Linguistics Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
2017	—	`conf`	Initializing neural networks for hierarchical multi-label text classification. BioNLP Simon Baker, Anna Korhonen
2017	J	`jnl`	Link prediction in drug-target interactions network using similarity indices. BMC Bioinform. Yiding Lu, Yufan Guo, Anna Korhonen
2017	—	`conf`	Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. ACL (1) Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017	J	`jnl`	Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules. CoRR Ivan Vulic, Nikola Mrksic, Roi Reichart, Diarmuid Ó Séaghdha, Steve J. Young, Anna Korhonen
2017	J	`jnl`	Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. CoRR Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2017	J	`jnl`	Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints. Trans. Assoc. Comput. Linguistics Nikola Mrksic, Ivan Vulic, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gasic, Anna Korhonen, Steve J. Young
2016	A*	`conf`	Anchoring and Agreement in Syntactic Annotations. EMNLP Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz
2016	J	`jnl`	Automatic Selection of Context Configurations for Improved (and Fast) Class-Specific Word Representations. CoRR Ivan Vulic, Roy Schwartz, Ari Rappoport, Roi Reichart, Anna Korhonen
2016	J	`jnl`	Automatic semantic classification of scientific literature according to the hallmarks of cancer. Bioinform. Simon Baker, Ilona Silins, Yufan Guo, Imran Ali, Johan Högberg, Ulla Stenius, Anna Korhonen
2016	J	`jnl`	Bias and Agreement in Syntactic Annotations. CoRR Yevgeni Berzak, Yan Huang, Andrei Barbu, Anna Korhonen, Boris Katz
2016	—	`conf`	Cancer Hallmark Text Classification Using Convolutional Neural Networks. BioTxtM@COLING 2016 Simon Baker, Anna Korhonen, Sampo Pyysalo
2016	—	`conf`	How to Train good Word Embeddings for Biomedical NLP. BioNLP@ACL Billy Chiu, Gamal K. O. Crichton, Anna Korhonen, Sampo Pyysalo
2016	J	`jnl`	HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment. CoRR Ivan Vulic, Daniela Gerz, Douwe Kiela, Felix Hill, Anna Korhonen
2016	—	`conf`	Intrinsic Evaluation of Word Vectors Fails to Predict Extrinsic Performance. RepEval@ACL Billy Chiu, Anna Korhonen, Sampo Pyysalo
2016	—	`conf`	Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? ACL (2) Ivan Vulic, Anna Korhonen
2016	—	`conf`	Learning Distributed Representations of Sentences from Unlabelled Data. HLT-NAACL Felix Hill, Kyunghyun Cho, Anna Korhonen
2016	J	`jnl`	Learning Distributed Representations of Sentences from Unlabelled Data. CoRR Felix Hill, Kyunghyun Cho, Anna Korhonen
2016	J	`jnl`	Learning to Understand Phrases by Embedding the Dictionary. Trans. Assoc. Comput. Linguistics Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio
2016	—	`conf`	On the Role of Seed Lexicons in Learning Bilingual Word Embeddings. ACL (1) Ivan Vulic, Anna Korhonen
2016	B	`conf`	Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings. COLING Simon Baker, Douwe Kiela, Anna Korhonen
2016	A*	`conf`	SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. EMNLP Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
2016	J	`jnl`	SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity. CoRR Daniela Gerz, Ivan Vulic, Felix Hill, Roi Reichart, Anna Korhonen
2016	B	`conf`	Survey on the Use of Typological Information in Natural Language Processing. COLING Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen
2016	J	`jnl`	Survey on the Use of Typological Information in Natural Language Processing. CoRR Helen O'Horan, Yevgeni Berzak, Ivan Vulic, Roi Reichart, Anna Korhonen
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`	Learning to Understand Phrases by Embedding the Dictionary. CoRR Felix Hill, Kyunghyun Cho, Anna Korhonen, Yoshua Bengio
2015	J	`jnl`	SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation. Comput. Linguistics Felix Hill, Roi Reichart, Anna Korhonen
2015	J	`jnl`	Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents. Trans. Assoc. Comput. Linguistics Yufan Guo, Roi Reichart, Anna Korhonen
2015	J	`jnl`	Unsupervised discovery of information structure in biomedical documents. Bioinform. Douwe Kiela, Yufan Guo, Ulla Stenius, Anna Korhonen
2014	J	`jnl`	A Quantitative Empirical Analysis of the Abstract/Concrete Distinction. Cogn. Sci. Felix Hill, Anna Korhonen, Christian Bentz
2014	A*	`conf`	An Unsupervised Model for Instance Level Subcategorization Acquisition. EMNLP Simon Baker, Roi Reichart, Anna Korhonen
2014	J	`jnl`	Automatic Extraction of Property Norm-Like Data From Large Text Corpora. Cogn. Sci. Colin Kelly, Barry Devereux, Anna Korhonen
2014	—	`conf`	CRAB 2.0: A text mining tool for supporting literature review in chemical cancer risk assessment. COLING (Demos) Yufan Guo, Diarmuid Ó Séaghdha, Ilona Silins, Lin Sun, Johan Högberg, Ulla Stenius, Anna Korhonen
2014	—	`conf`	Concreteness and Subjectivity as Dimensions of Lexical Meaning. ACL (2) Felix Hill, Anna Korhonen
2014	—	`conf`	Improving Literature-Based Discovery with Advanced Text Mining. CIBB Anna Korhonen, Yufan Guo, Simon Baker, Meliha Yetisgen-Yildiz, Ulla Stenius, Masashi Narita, Pietro Liò
2014	—	`conf`	Improving Multi-Modal Representations Using Image Dispersion: Why Less is Sometimes More. ACL (2) Douwe Kiela, Felix Hill, Anna Korhonen, Stephen Clark
2014	A*	`conf`	Learning Abstract Concept Embeddings from Multi-Modal Data: Since You Probably Can't See What I Mean. EMNLP Felix Hill, Anna Korhonen
2014	J	`jnl`	Multi-Modal Models for Concrete and Abstract Concept Meaning. Trans. Assoc. Comput. Linguistics Felix Hill, Roi Reichart, Anna Korhonen
2014	B	`conf`	Native Language Identification Using Large, Longitudinal Data. LREC Xiao Jiang, Yufan Guo, Jeroen Geertzen, Dora Alexopoulou, Lin Sun, Anna Korhonen
2014	J	`jnl`	Probabilistic Distributional Semantics with Latent Variable Models. Comput. Linguistics Diarmuid Ó Séaghdha, Anna Korhonen
2014	J	`jnl`	SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation. CoRR Felix Hill, Roi Reichart, Anna Korhonen
2014	—	`conf`	Verb Clustering for Brazilian Portuguese. CICLing (1) Carolina Scarton, Lin Sun, Karin Kipper Schuler, Magali Sanches Duran, Martha Palmer, Anna Korhonen
2013	—	`conf`	A Tensor-based Factorization Model of Semantic Compositionality. HLT-NAACL Tim Van de Cruys, Thierry Poibeau, Anna Korhonen
2013	J	`jnl`	A computational model of logical metonymy. ACM Trans. Speech Lang. Process. Ekaterina Shutova, Jakub Kaplan, Simone Teufel, Anna Korhonen
2013	J	`jnl`	Acquisition and evaluation of verb subcategorization resources for biomedicine. J. Biomed. Informatics Laura Rimell, Thomas Lippincott, Karin Verspoor, Helen L. Johnson, Anna Korhonen
2013	J	`jnl`	Active learning-based information structure analysis of full scientific articles and two applications for biomedical literature review. Bioinform. Yufan Guo, Ilona Silins, Ulla Stenius, Anna Korhonen
2013	J	`jnl`	Approaches to verb subcategorization for biomedicine. J. Biomed. Informatics Thomas Lippincott, Laura Rimell, Karin Verspoor, Anna Korhonen
2013	—	`book`	Cognitive Aspects of Computational Language Acquisition Aline Villavicencio, Thierry Poibeau, Anna Korhonen, Afra Alishahi
2013	—	`ch.`	Computational Modeling as a Methodology for Studying Human Language Learning. Cognitive Aspects of Computational Language Acquisition Thierry Poibeau, Aline Villavicencio, Anna Korhonen, Afra Alishahi
2013	J	`jnl`	Conceptual metaphor theory meets the data: a corpus-based human annotation study. Lang. Resour. Evaluation Ekaterina Shutova, Barry Devereux, Anna Korhonen
2013	—	`conf`	Concreteness and Corpora: A Theoretical and Practical Study. CMCL Felix Hill, Douwe Kiela, Anna Korhonen
2013	—	`conf`	Diathesis alternation approximation for verb clustering. ACL (2) Lin Sun, Diana McCarthy, Anna Korhonen
2013	—	`conf`	Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints. HLT-NAACL Yufan Guo, Roi Reichart, Anna Korhonen
2013	—	`conf`	Improved Lexical Acquisition through DPP-based Verb Clustering. ACL (1) Roi Reichart, Anna Korhonen
2013	B	`conf`	Large-Scale Empricial Analyses of the Abstract/Concrete Distinction. CogSci Felix Hill, Anna Korhonen, Christian Bentz
2013	B	`conf`	Minimally Supervised Learning for Unconstrained Conceptual Property Extraction. CogSci Colin Kelly, Anna Korhonen, Barry Devereux
2013	J	`jnl`	Statistical Metaphor Processing. Comput. Linguistics Ekaterina Shutova, Simone Teufel, Anna Korhonen
2012	—	`conf`	CRAB Reader: A Tool for Analysis and Visualization of Argumentative Zones in Scientific Literature. COLING (Demos) Yufan Guo, Ilona Silins, Roi Reichart, Anna Korhonen
2012	—	`conf`	Document and Corpus Level Inference For Unsupervised and Transductive Learning of Information Structure of Scientific Documents. COLING (Posters) Roi Reichart, Anna Korhonen
2012	—	`conf`	Learning Syntactic Verb Frames using Graphical Models. ACL (1) Thomas Lippincott, Anna Korhonen, Diarmuid Ó Séaghdha
2012	—	`conf`	Modelling selectional preferences in a lexical hierarchy. *SEM@NAACL-HLT Diarmuid Ó Séaghdha, Anna Korhonen
2012	B	`conf`	Multi-way Tensor Factorization for Unsupervised Lexical Acquisition. COLING Tim Van de Cruys, Laura Rimell, Thierry Poibeau, Anna Korhonen
2012	—	`conf`	Semi-supervised learning for automatic conceptual property extraction. CMCL@NAACL-HLT Colin Kelly, Barry Devereux, Anna Korhonen
2012	—	`conf`	Unsupervised Metaphor Paraphrasing using a Vector Space Model. COLING (Posters) Ekaterina Shutova, Tim Van de Cruys, Anna Korhonen
2012	B	`conf`	Using Argumentative Zones for Extractive Summarization of Scientific Articles. COLING Danish Contractor, Yufan Guo, Anna Korhonen
2011	A*	`conf`	A Weakly-supervised Approach to Argumentative Zoning of Scientific Documents. EMNLP Yufan Guo, Anna Korhonen, Thierry Poibeau
2011	J	`jnl`	A comparison and user-based evaluation of models of textual information structure in the context of cancer risk assessment. BMC Bioinform. Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Johan Högberg, Ulla Stenius
2011	J	`jnl`	Exploring subdomain variation in biomedical language. BMC Bioinform. Thomas Lippincott, Diarmuid Ó Séaghdha, Anna Korhonen
2011	A*	`conf`	Hierarchical Verb Clustering Using Graph Factorization. EMNLP Lin Sun, Anna Korhonen
2011	A*	`conf`	Latent Vector Weighting for Word Meaning in Context. EMNLP Tim Van de Cruys, Thierry Poibeau, Anna Korhonen
2011	A*	`conf`	Probabilistic models of similarity in syntactic context. EMNLP Diarmuid Ó Séaghdha, Anna Korhonen
2011	—	`ed.`	Proceedings of the First workshop on Unsupervised Learning in NLP@EMNLP 2011, Edinburgh, Scotland, July 30, 2011 ULNLP@EMNLP Omri Abend, Anna Korhonen, Ari Rappoport, Roi Reichart
2011	J	`jnl`	Weakly supervised learning of information structure of scientific abstracts - is it accurate enough to benefit real-world tasks in biomedicine? Bioinform. Yufan Guo, Anna Korhonen, Ilona Silins, Ulla Stenius
2010	B	`conf`	Annotating the Enron Email Corpus with Number Senses. LREC Stuart Moore, Sabine Buchholz, Anna Korhonen
2010	B	`conf`	Exploring variation across biomedical subdomains. COLING Tom Lippincott, Diarmuid Ó Séaghdha, Lin Sun, Anna Korhonen
2010	—	`conf`	Identifying the Information Structure of Scientific Abstracts: An Investigation of Three Different Schemes. BioNLP@ACL Yufan Guo, Anna Korhonen, Maria Liakata, Ilona Silins, Lin Sun, Ulla Stenius
2010	B	`conf`	Investigating the cross-linguistic potential of VerbNet-style classification. COLING Lin Sun, Thierry Poibeau, Anna Korhonen, Cédric Messiant
2010	B	`conf`	Metaphor Identification Using Verb and Noun Clustering. COLING Ekaterina Shutova, Lin Sun, Anna Korhonen
2009	C	`conf`	Automatic Lexical Classification -- Balancing between Machine Learning and Linguistics. PACLIC Anna Korhonen
2009	A*	`conf`	Improving Verb Clustering with Automatically Acquired Selectional Preferences. EMNLP Lin Sun, Anna Korhonen
2009	J	`jnl`	The first step in the development of text mining technology for cancer risk assessment: identifying and organizing scientific evidence in risk assessment literature. BMC Bioinform. Anna Korhonen, Ilona Silins, Lin Sun, Ulla Stenius
2009	—	`conf`	User-Driven Development of Text Mining Resources for Cancer Risk Assessment. BioNLP@HLT-NAACL Lin Sun, Anna Korhonen, Ilona Silins, Ulla Stenius
2009	—	`conf`	VerbNet overview, extensions, mappings and applications. HLT-NAACL (Tutorial Abstracts) Karin Kipper Schuler, Anna Korhonen, Susan Windisch Brown
2008	J	`jnl`	A large-scale classification of English verbs. Lang. Resour. Evaluation Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer
2008	B	`conf`	Automatic Classification of English Verbs Using Rich Syntactic Features. IJCNLP Lin Sun, Anna Korhonen, Yuval Krymolowski
2008	B	`conf`	LexSchem: a Large Subcategorization Lexicon for French Verbs. LREC Cédric Messiant, Thierry Poibeau, Anna Korhonen
2008	B	`conf`	The Choice of Features for Classification of Verbs in Biomedical Texts. COLING Anna Korhonen, Yuval Krymolowski, Nigel Collier
2008	C	`conf`	Verb Class Discovery from Rich Syntactic Data. CICLing Lin Sun, Anna Korhonen, Yuval Krymolowski
2007	A*	`conf`	A System for Large-Scale Acquisition of Verbal, Nominal and Adjectival Subcategorization Frames from Corpora. ACL Judita Preiss, Ted Briscoe, Anna Korhonen
2006	B	`conf`	A Large Subcategorization Lexicon for Natural Language Processing Applications. LREC Anna Korhonen, Yuval Krymolowski, Ted Briscoe
2006	A*	`conf`	Automatic Classification of Verbs in Biomedical Texts. ACL Anna Korhonen, Yuval Krymolowski, Nigel Collier
2006	B	`conf`	Extending VerbNet with Novel Verb Classes. LREC Karin Kipper, Anna Korhonen, Neville Ryant, Martha Palmer
2006	J	`jnl`	Zone analysis in biology articles as a basis for information extraction. Int. J. Medical Informatics Yoko Mizuta, Anna Korhonen, Tony Mullen, Nigel Collier
2005	A*	`conf`	Automatic Acquisition of Adjectival Subcategorization from Corpora. ACL Jeremy Yallop, Anna Korhonen, Ted Briscoe
2005	J	`jnl`	Introduction to the special issue on multiword expressions: Having a crack at a hard nut. Comput. Speech Lang. Aline Villavicencio, Francis Bond, Anna Korhonen, Diana McCarthy
2004	—	`conf`	WSD for subcategorization acquisition task description. SENSEVAL@ACL Judita Preiss, Anna Korhonen
2003	A*	`conf`	Clustering Polysemic Subcategorization Frame Distributions Semantically. ACL Anna Korhonen, Yuval Krymolowski, Zvika Marx
2003	A*	`conf`	Improving Subcategorization Acquisition Using Word Sense Disambiguation. ACL Anna Korhonen, Judita Preiss
2002	—	`conf`	Improving Subcategorization Acquisition with WSD. SENSEVAL Judita Preiss, Anna Korhonen
2002	B	`conf`	On the Robustness of Entropy-Based Similarity Measures in Evaluation of Subcategorization Acquisition Systems. CoNLL Anna Korhonen, Yuval Krymolowski
2002	B	`conf`	Subcategorization Acquisition as an Evaluation Method for WSD. LREC Judita Preiss, Anna Korhonen, Ted Briscoe
2002	—	`—`	Subcategorization acquisition. Anna Korhonen
2000	A*	`conf`	Statistical Filtering and Subcategorization Frame Acquisition. EMNLP Anna Korhonen, Genevieve Gorrell, Diana McCarthy
2000	A*	`conf`	Using Semantically Motivated Estimates to Help Subcategorization Acquisition. EMNLP Anna Korhonen
1998	—	`conf`	Detecting Verbal Participation in Diathesis Alternations. COLING-ACL Diana McCarthy, Anna Korhonen