Heike Adel

Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025 Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025 G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SemEval 2025 Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025 Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025 Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025 p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025 RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025 Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025 Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024 Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings COLING 2024 FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024 Learn it or Leave it: Module Composition and Pruning for Continual Learning ACL 2024 Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024 SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain WACV 2024 GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 2023 Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023 Multilingual Normalization of Temporal Expressions with Masked Language Models EACL 2023 Neighboring Words Affect Human Interpretation of Saliency Explanations ACL 2023 NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis SemEval 2023 SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains EACL 2023 A Study on Entity Linking Across Domains: Which Data is Best for Fine-Tuning? ACL 2022 A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021 Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021 FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021 Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL 2020 An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020 Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020 ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation EMNLP 2020 F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering EMNLP 2020 On the Choice of Auxiliary Languages for Improved Sequence Tagging ACL 2020 The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ACL 2020 Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019 Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience Interspeech 2019 Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging NAACL 2019 NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019 DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018 Exploring Different Dimensions of Attention for Uncertainty Detection EACL 2017 Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification EMNLP 2017 Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017 Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data EACL 2017 Combining Recurrent and Convolutional Neural Networks for Relation Classification NAACL 2016 Comparing Convolutional Neural Networks to Traditional Models for Slot Filling NAACL 2016 Using Mined Coreference Chains as a Resource for a Semantic Task EMNLP 2014 Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling ACL 2013