Heike Adel - RankMe

114 papers A* 6A 6B 1Misc 2Journal 55Unranked 42

Year	Rank	Type	Title / Venue / Authors
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	—	`conf`	Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering. NAACL (Findings) Wei Zhou, Mohsen Mesgar, Annemarie Friedrich, Heike Adel
2025	—	`conf`	Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts. COLING Workshops Philipp Moeßner, Heike Adel
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`	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	J	`jnl`	PPT: A Process-based Preference Learning Framework for Self Improving Table Question Answering Models. CoRR Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
2025	—	`conf`	Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering. ACL (Findings) Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
2025	J	`jnl`	Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering. CoRR Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
2025	—	`conf`	p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models. IJCNLP-AACL (Short Papers) Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
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	J	`jnl`	Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering. CoRR Wei Zhou, Mohsen Mesgar, Annemarie Friedrich, Heike Adel
2024	—	`conf`	Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. LREC/COLING Wei Zhou, Heike Adel, Hendrik Schuff, Ngoc Thang Vu
2024	J	`jnl`	Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. CoRR Wei Zhou, Heike Adel, Hendrik Schuff, Ngoc Thang Vu
2024	—	`conf`	FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. NAACL-HLT Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
2024	J	`jnl`	FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. CoRR Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
2024	J	`jnl`	Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts. CoRR Philipp Moeßner, Heike Adel
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	J	`jnl`	Learning Rules from KGs Guided by Language Models. CoRR Zihang Peng, Daria Stepanova, Vinh Thinh Ho, Heike Adel, Alessandra Russo, Simon Ott
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	A	`conf`	SciOL and MuLMS-Img: Introducing A Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain. WACV Tim Tarsi, Heike Adel, Jan Hendrik Metzen, Dan Zhang, Matteo Finco, Annemarie Friedrich
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	J	`jnl`	How to do human evaluation: A brief introduction to user studies in NLP. Nat. Lang. Eng. Hendrik Schuff, Lindsey Vanderlyn, Heike Adel, Ngoc Thang Vu
2023	—	`conf`	Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text. EMNLP (Findings) Sophie Henning, Talita Anthonio, Wei Zhou, Heike Adel, Mohsen Mesgar, Annemarie Friedrich
2023	A	`conf`	Multilingual Normalization of Temporal Expressions with Masked Language Models. EACL Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
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	—	`conf`	Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
2023	J	`jnl`	Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
2023	A	`conf`	SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. EACL Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
2023	J	`jnl`	SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. CoRR Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
2022	—	`conf`	A Study on Entity Linking Across Domains": " Which Data is Best for Fine-Tuning? RepL4NLP@ACL Hassan Soliman, Heike Adel, Mohamed H. Gad-Elrab, Dragan Milchevski, Jannik Strötgen
2022	J	`jnl`	How (Not) To Evaluate Explanation Quality. CoRR Hendrik Schuff, Heike Adel, Peng Qi, Ngoc Thang Vu
2022	—	`conf`	Human Interpretation of Saliency-based Explanation Over Text. FAccT Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
2022	J	`jnl`	Human Interpretation of Saliency-based Explanation Over Text. CoRR Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
2022	J	`jnl`	Multilingual Normalization of Temporal Expressions with Masked Language Models. CoRR Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
2021	—	`conf`	A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. NAACL-HLT Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021	—	`conf`	Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. IberLEF@SEPLN Lukas Lange, Heike Adel, Jannik Strötgen
2021	J	`jnl`	Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. CoRR Lukas Lange, Heike Adel, Jannik Strötgen
2021	J	`jnl`	CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. CoRR Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021	—	`conf`	Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. BlackboxNLP@EMNLP Hendrik Schuff, Hsiu-Yu Yang, Heike Adel, Ngoc Thang Vu
2021	J	`jnl`	Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. CoRR Hendrik Schuff, Hsiu-Yu Yang, Heike Adel, Ngoc Thang Vu
2021	J	`jnl`	Enriched Attention for Robust Relation Extraction. CoRR Heike Adel, Jannik Strötgen
2021	—	`conf`	FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. EMNLP (1) Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021	—	`conf`	Frontmatter. EMNLP (Demos) Heike Adel, Shuming Shi
2021	J	`jnl`	Thought Flow Nets: From Single Predictions to Trains of Model Thought. CoRR Hendrik Schuff, Heike Adel, Ngoc Thang Vu
2021	—	`conf`	To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. EMNLP (1) Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
2021	J	`jnl`	To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. CoRR Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
2020	J	`jnl`	A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2020	—	`conf`	Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. RepL4NLP@ACL Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen
2020	J	`jnl`	Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. CoRR Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen
2020	J	`jnl`	Adversarial Learning of Feature-based Meta-Embeddings. CoRR Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2020	B	`conf`	An Analysis of Simple Data Augmentation for Named Entity Recognition. COLING Xiang Dai, Heike Adel
2020	J	`jnl`	An Analysis of Simple Data Augmentation for Named Entity Recognition. CoRR Xiang Dai, Heike Adel
2020	A*	`conf`	Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. ACL Lukas Lange, Heike Adel, Jannik Strötgen
2020	J	`jnl`	Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. CoRR Lukas Lange, Heike Adel, Jannik Strötgen
2020	—	`conf`	ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation. Eval4NLP Hanna Wecker, Annemarie Friedrich, Heike Adel
2020	—	`conf`	ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
2020	—	`conf`	F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. EMNLP (1) Hendrik Schuff, Heike Adel, Ngoc Thang Vu
2020	J	`jnl`	F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. CoRR Hendrik Schuff, Heike Adel, Ngoc Thang Vu
2020	—	`conf`	NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. IberLEF@SEPLN Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
2020	J	`jnl`	NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. CoRR Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
2020	J	`jnl`	NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. CoRR Lukas Lange, Heike Adel, Jannik Strötgen
2020	J	`jnl`	NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. CoRR Lukas Lange, Heike Adel, Jannik Strötgen
2020	—	`conf`	On the Choice of Auxiliary Languages for Improved Sequence Tagging. RepL4NLP@ACL Lukas Lange, Heike Adel, Jannik Strötgen
2020	J	`jnl`	On the Choice of Auxiliary Languages for Improved Sequence Tagging. CoRR Lukas Lange, Heike Adel, Jannik Strötgen
2020	—	`ed.`	Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2021, Online and Punta Cana, Dominican Republic, 7-11 November, 2021 EMNLP (Demos) Heike Adel, Shuming Shi
2020	J	`jnl`	Tackling challenges of neural purchase stage identification from imbalanced twitter data. Nat. Lang. Eng. Heike Adel, Francine Chen, Yan-Ying Chen
2020	A*	`conf`	The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. ACL Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange
2020	J	`jnl`	The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. CoRR Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange
2019	—	`conf`	Adversarial Training for Satire Detection: Controlling for Confounding Variables. NAACL-HLT (1) Robert McHardy, Heike Adel, Roman Klinger
2019	J	`jnl`	Adversarial Training for Satire Detection: Controlling for Confounding Variables. CoRR Robert McHardy, Heike Adel, Roman Klinger
2019	A	`conf`	Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience. INTERSPEECH Katrin Angerbauer, Heike Adel, Ngoc Thang Vu
2019	—	`conf`	NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. BioNLP-OST@EMNLP-IJNCLP Lukas Lange, Heike Adel, Jannik Strötgen
2019	—	`conf`	NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. IberLEF@SEPLN Lukas Lange, Heike Adel, Jannik Strötgen
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	—	`conf`	Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov
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
2018	J	`jnl`	Adversarial Neural Networks for Cross-lingual Sequence Tagging. CoRR Heike Adel, Anton Bryl, David Weiss, Aliaksei Severyn
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`	DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction. EMNLP (Demonstration) Heike Adel, Laura Ana Maria Bostan, Sean Papay, Sebastian Padó, Roman Klinger
2018	—	`—`	Deep learning methods for knowledge base population. Heike Adel
2018	J	`jnl`	Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. CoRR Apostolos Kemos, Heike Adel, Hinrich Schütze
2017	J	`jnl`	Corpus-level Fine-grained Entity Typing. CoRR Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2017	—	`conf`	Exploring Different Dimensions of Attention for Uncertainty Detection. EACL (1) Heike Adel, 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	—	`conf`	Noise Mitigation for Neural Entity Typing and Relation Extraction. EACL (1) Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2017	—	`conf`	Overview of Character-Based Models for Natural Language Processing. CICLing (1) Heike Adel, Ehsaneddin Asgari, Hinrich Schütze
2017	—	`conf`	Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data. EACL (2) Heike Adel, Francine Chen, Yan-Ying Chen
2017	J	`jnl`	Syntactic and Semantic Features For Code-Switching Factored Language Models. CoRR Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
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`	Exploring Different Dimensions of Attention for Uncertainty Detection. CoRR Heike Adel, Hinrich Schütze
2016	J	`jnl`	Noise Mitigation for Neural Entity Typing and Relation Extraction. CoRR Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
2015	—	`conf`	CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling. TAC Heike Adel, Hinrich Schütze
2015	J	`jnl`	Syntactic and Semantic Features For Code-Switching Factored Language Models. IEEE ACM Trans. Audio Speech Lang. Process. Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
2014	A	`conf`	Combining recurrent neural networks and factored language models during decoding of code-Switching speech. INTERSPEECH Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, Tanja Schultz
2014	A	`conf`	Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. INTERSPEECH Heike Adel, Katrin Kirchhoff, Ngoc Thang Vu, Dominic Telaar, Tanja Schultz
2014	—	`conf`	Features for factored language models for code-Switching speech. SLTU Heike Adel, Katrin Kirchhoff, Dominic Telaar, Ngoc Thang Vu, Tim Schlippe, Tanja Schultz
2014	A*	`conf`	Using Mined Coreference Chains as a Resource for a Semantic Task. EMNLP Heike Adel, Hinrich Schütze
2013	—	`conf`	An Investigation of Code-Switching Attitude Dependent Language Modeling. SLSP Ngoc Thang Vu, Heike Adel, Tanja Schultz
2013	—	`conf`	Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling. ACL (2) Heike Adel, Ngoc Thang Vu, Tanja Schultz
2013	Misc	`conf`	Recurrent neural network language modeling for code switching conversational speech. ICASSP Heike Adel, Ngoc Thang Vu, Franziska Kraus, Tim Schlippe, Haizhou Li, Tanja Schultz