← Authors

Heike Adel

49 papers · 2013–2025 · 10 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (86) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (12) πŸ”¬ Deep Specialist (10) 🀝 Dynamic Duo (19) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (216) ❓ The Questioner (4) ⚑ Prolific Year (11) πŸ’Ž Century Club (49) πŸ”₯ Unstoppable (10) πŸ“ˆ Trend Setter

Conferences

ACL (14) EMNLP (13) NAACL (8) EACL (5) COLING (3) SEMEVAL (2) AACL (1) IJCNLP (1) INTERSPEECH (1) WACV (1)

Top co-authors

Lukas Lange (19) Jannik StrΓΆtgen (18) Annemarie Friedrich (12) Wei Zhou (10) Mohsen Mesgar (9) Hinrich SchΓΌtze (9) Mingyang Wang (9) Hinrich Schuetze (7) Ngoc Thang Vu (7) Hendrik Schuff (4)

Keywords

table question answering (7) sequence labeling (6) domain adaptation (5) low-resource language (5) named entity recognition (5) neural network (4) transfer learning (4) text classification (4) sentiment analysis (4) large language model (3) attention mechanism (3) tool use (3) adversarial training (3) multilingual nlp (3) continual learning (3) relation extraction (3) part-of-speech tagging (3) natural language processing (2) contrastive learning (2) multi-task learning (2)

Papers

Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SEMEVAL 2025
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025
pΒ²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models IJCNLP 2025
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes EMNLP 2025
Human vs. AI: A Novel Benchmark and a Comparative Study on the Detection of Generated Images and the Impact of Prompts COLING 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data ACL 2025
pΒ²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models AACL 2025
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models ACL 2025
SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain WACV 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning ACL 2024
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings COLING 2024
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization EMNLP 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering NAACL 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training EMNLP 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 ACL 2023
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis SEMEVAL 2023
Multilingual Normalization of Temporal Expressions with Masked Language Models EACL 2023
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains EACL 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 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
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
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings EMNLP 2021
An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain ACL 2020
On the Choice of Auxiliary Languages for Improved Sequence Tagging ACL 2020
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL 2020
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering EMNLP 2020
ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation EMNLP 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020
Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience INTERSPEECH 2019
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection EMNLP 2019
Adversarial Training for Satire Detection: Controlling for Confounding Variables NAACL 2019
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging NAACL 2019
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification EMNLP 2017
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data EACL 2017
Noise Mitigation for Neural Entity Typing and Relation Extraction EACL 2017
Exploring Different Dimensions of Attention for Uncertainty Detection 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