| 2025 | ACL | Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models. | Mingyang Wang, Heike Adel, Lukas Lange, Yihong Liu, Ercong Nie, Jannik Strtgen, Hinrich Schtze |
| 2025 | ACL | Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering. | Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich |
| 2025 | COLING | Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts. | Philipp Moener, Heike Adel |
| 2025 | EMNLP | Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes. | Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strtgen, Hinrich Schtze |
| 2025 | IJCNLP | p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models. | Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich |
| 2025 | NAACL | Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering. | Wei Zhou, Mohsen Mesgar, Annemarie Friedrich, Heike Adel |
| 2024 | COLING | Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. | Wei Zhou, Heike Adel, Hendrik Schuff, Ngoc Thang Vu |
| 2024 | EMNLP | Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization. | Mingyang Wang, Lukas Lange, Heike Adel, Jannik Strtgen, Hinrich Schtze |
| 2024 | NAACL | Rehearsal-Free Modular and Compositional Continual Learning for Language Models. | Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strtgen, Hinrich Schtze |
| 2024 | NAACL | FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. | Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich |
| 2024 | WACV | SciOL and MuLMS-Img: Introducing A Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain. | Tim Tarsi, Heike Adel, Jan Hendrik Metzen, Dan Zhang, Matteo Finco, Annemarie Friedrich |
| 2023 | ACL | Neighboring Words Affect Human Interpretation of Saliency Explanations. | Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg |
| 2023 | EACL | SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. | Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel |
| 2023 | EACL | Multilingual Normalization of Temporal Expressions with Masked Language Models. | Lukas Lange, Jannik Strtgen, Heike Adel, Dietrich Klakow |
| 2023 | EMNLP | Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text. | Sophie Henning, Talita Anthonio, Wei Zhou, Heike Adel, Mohsen Mesgar, Annemarie Friedrich |
| 2023 | EMNLP | GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. | Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strtgen, Hinrich Schtze |
| 2021 | EMNLP | Frontmatter. | Heike Adel, Shuming Shi |
| 2021 | EMNLP | FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. | Lukas Lange, Heike Adel, Jannik Strtgen, Dietrich Klakow |
| 2021 | EMNLP | To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. | Lukas Lange, Jannik Strtgen, Heike Adel, Dietrich Klakow |
| 2021 | NAACL | A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. | Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strtgen, Dietrich Klakow |
| 2020 | ACL | The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. | Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange |
| 2020 | ACL | Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. | Lukas Lange, Heike Adel, Jannik Strtgen |
| 2020 | COLING | An Analysis of Simple Data Augmentation for Named Entity Recognition. | Xiang Dai, Heike Adel |
| 2020 | EMNLP | F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. | Hendrik Schuff, Heike Adel, Ngoc Thang Vu |
| 2019 | Interspeech | Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience. | Katrin Angerbauer, Heike Adel, Ngoc Thang Vu |
| 2019 | NAACL | Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. | Apostolos Kemos, Heike Adel, Hinrich Schtze |
| 2019 | NAACL | Adversarial Training for Satire Detection: Controlling for Confounding Variables. | Robert McHardy, Heike Adel, Roman Klinger |
| 2018 | EMNLP | DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction. | Heike Adel, Laura Ana Maria Bostan, Sean Papay, Sebastian Pad, Roman Klinger |
| 2017 | CICLING | Overview of Character-Based Models for Natural Language Processing. | Heike Adel, Ehsaneddin Asgari, Hinrich Schtze |
| 2017 | EACL | Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data. | Heike Adel, Francine Chen, Yan-Ying Chen |
| 2017 | EACL | Exploring Different Dimensions of Attention for Uncertainty Detection. | Heike Adel, Hinrich Schtze |
| 2017 | EACL | Noise Mitigation for Neural Entity Typing and Relation Extraction. | Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schtze |
| 2017 | EMNLP | Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. | Heike Adel, Hinrich Schtze |
| 2016 | ICASSP | Bi-directional recurrent neural network with ranking loss for spoken language understanding. | Ngoc Thang Vu, Pankaj Gupta, Heike Adel, Hinrich Schtze |
| 2016 | NAACL | Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. | Heike Adel, Benjamin Roth, Hinrich Schtze |
| 2016 | NAACL | Combining Recurrent and Convolutional Neural Networks for Relation Classification. | Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schtze |
| 2014 | EMNLP | Using Mined Coreference Chains as a Resource for a Semantic Task. | Heike Adel, Hinrich Schtze |
| 2014 | Interspeech | Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. | Heike Adel, Katrin Kirchhoff, Ngoc Thang Vu, Dominic Telaar, Tanja Schultz |
| 2014 | Interspeech | Combining recurrent neural networks and factored language models during decoding of code-Switching speech. | Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, Tanja Schultz |
| 2013 | ACL | Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling. | Heike Adel, Ngoc Thang Vu, Tanja Schultz |
| 2013 | ICASSP | Recurrent neural network language modeling for code switching conversational speech. | Heike Adel, Ngoc Thang Vu, Franziska Kraus, Tim Schlippe, Haizhou Li, Tanja Schultz |