Heike Adel

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 87

Top Venues

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Wei Zhou, Heike Adel, Hendrik Schuff, Ngoc Thang Vu
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. CoRR (2024)
Wei Zhou, Heike Adel, Hendrik Schuff, Ngoc Thang Vu
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings. LREC/COLING (2024)
Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. CoRR (2024)
Tim Tarsi, Heike Adel, Jan Hendrik Metzen, Dan Zhang, Matteo Finco, Annemarie Friedrich
SciOL and MuLMS-Img: Introducing A Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain. WACV (2024)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
Learn it or Leave it: Module Composition and Pruning for Continual Learning. CoRR (2024)
Wei Zhou, Mohsen Mesgar, Heike Adel, Annemarie Friedrich
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering. NAACL-HLT (2024)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
Rehearsal-Free Modular and Compositional Continual Learning for Language Models. CoRR (2024)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
Multilingual Normalization of Temporal Expressions with Masked Language Models. EACL (2023)
Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. EACL (2023)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. CoRR (2023)
Koustava Goswami, Lukas Lange, Jun Araki, Heike Adel
SwitchPrompt: Learning Domain-Specific Gated Soft Prompts for Classification in Low-Resource Domains. CoRR (2023)
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) (2023)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. EMNLP (2023)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. SemEval@ACL (2023)
Hendrik Schuff, Lindsey Vanderlyn, Heike Adel, Ngoc Thang Vu
How to do human evaluation: A brief introduction to user studies in NLP. Nat. Lang. Eng. 29 (5) (2023)
Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze
GradSim: Gradient-Based Language Grouping for Effective Multilingual Training. CoRR (2023)
Sophie Henning, Talita Anthonio, Wei Zhou, Heike Adel, Mohsen Mesgar, Annemarie Friedrich
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text. EMNLP (Findings) (2023)
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR (2023)
Hendrik Schuff, Heike Adel, Peng Qi, Ngoc Thang Vu
How (Not) To Evaluate Explanation Quality. CoRR (2022)
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
Human Interpretation of Saliency-based Explanation Over Text. CoRR (2022)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
Multilingual Normalization of Temporal Expressions with Masked Language Models. CoRR (2022)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. Bioinform. 38 (12) (2022)
Hassan Soliman, Heike Adel, Mohamed H. Gad-Elrab, Dragan Milchevski, Jannik Strötgen
A Study on Entity Linking Across Domains": " Which Data is Best for Fine-Tuning? RepL4NLP@ACL (2022)
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
Human Interpretation of Saliency-based Explanation Over Text. FAccT (2022)
Hendrik Schuff, Hsiu-Yu Yang, Heike Adel, Ngoc Thang Vu
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. CoRR (2021)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. CoRR (2021)
Heike Adel, Shuming Shi
Frontmatter. EMNLP (Demos) (2021)
Heike Adel, Jannik Strötgen
Enriched Attention for Robust Relation Extraction. CoRR (2021)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain. CoRR (2021)
Hendrik Schuff, Heike Adel, Ngoc Thang Vu
Thought Flow Nets: From Single Predictions to Trains of Model Thought. CoRR (2021)
Lukas Lange, Heike Adel, Jannik Strötgen
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. IberLEF@SEPLN (2021)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations. EMNLP (1) (2021)
Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. NAACL-HLT (2021)
Hendrik Schuff, Hsiu-Yu Yang, Heike Adel, Ngoc Thang Vu
Does External Knowledge Help Explainable Natural Language Inference? Automatic Evaluation vs. Human Ratings. BlackboxNLP@EMNLP (2021)
Lukas Lange, Heike Adel, Jannik Strötgen
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting. CoRR (2021)
Lukas Lange, Jannik Strötgen, Heike Adel, Dietrich Klakow
To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning. EMNLP (1) (2021)
Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
Adversarial Learning of Feature-based Meta-Embeddings. CoRR (2020)
Mohamed H. Gad-Elrab, Daria Stepanova, Trung-Kien Tran, Heike Adel, Gerhard Weikum
ExCut: Explainable Embedding-Based Clustering over Knowledge Graphs. ISWC (1) (2020)
Hendrik Schuff, Heike Adel, Ngoc Thang Vu
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. EMNLP (1) (2020)
Hanna Wecker, Annemarie Friedrich, Heike Adel
ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation. Eval4NLP (2020)
Xiang Dai, Heike Adel
An Analysis of Simple Data Augmentation for Named Entity Recognition. CoRR (2020)
Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. CoRR (2020)
Heike Adel, Francine Chen, Yan-Ying Chen
Tackling challenges of neural purchase stage identification from imbalanced twitter data. Nat. Lang. Eng. 26 (4) (2020)
Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. CoRR (2020)
Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. RepL4NLP@ACL (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
On the Choice of Auxiliary Languages for Improved Sequence Tagging. CoRR (2020)
Xiang Dai, Heike Adel
An Analysis of Simple Data Augmentation for Named Entity Recognition. COLING (2020)
Hendrik Schuff, Heike Adel, Ngoc Thang Vu
F1 is Not Enough! Models and Evaluation Towards User-Centered Explainable Question Answering. CoRR (2020)
Lukas Lange, Xiang Dai, Heike Adel, Jannik Strötgen
NLNDE at CANTEMIST: Neural Sequence Labeling and Parsing Approaches for Clinical Concept Extraction. IberLEF@SEPLN (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. CoRR (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
On the Choice of Auxiliary Languages for Improved Sequence Tagging. RepL4NLP@ACL (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. CoRR (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. CoRR (2020)
Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios. CoRR (2020)
Lukas Lange, Anastasiia Iurshina, Heike Adel, Jannik Strötgen
Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text. CoRR (2020)
Lukas Lange, Heike Adel, Jannik Strötgen
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain. ACL (2020)
Annemarie Friedrich, Heike Adel, Federico Tomazic, Johannes Hingerl, Renou Benteau, Anika Marusczyk, Lukas Lange
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain. ACL (2020)
Heike Adel, Hinrich Schütze
Type-aware Convolutional Neural Networks for Slot Filling. J. Artif. Intell. Res. 66 (2019)
Jannik Strötgen, Trung-Kien Tran, Annemarie Friedrich, Dragan Milchevski, Federico Tomazic, Anika Marusczyk, Heike Adel, Daria Stepanova, Felix Hildebrand, Evgeny Kharlamov
Towards the Bosch Materials Science Knowledge Base. ISWC (Satellites) (2019)
Heike Adel, Hinrich Schütze
Type-aware Convolutional Neural Networks for Slot Filling. CoRR (2019)
Lukas Lange, Heike Adel, Jannik Strötgen
NLNDE: Enhancing Neural Sequence Taggers with Attention and Noisy Channel for Robust Pharmacological Entity Detection. BioNLP-OST@EMNLP-IJNCLP (2019)
Katrin Angerbauer, Heike Adel, Ngoc Thang Vu
Automatic Compression of Subtitles with Neural Networks and its Effect on User Experience. INTERSPEECH (2019)
Apostolos Kemos, Heike Adel, Hinrich Schütze
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. NAACL-HLT (1) (2019)
Lukas Lange, Heike Adel, Jannik Strötgen
NLNDE: The Neither-Language-Nor-Domain-Experts' Way of Spanish Medical Document De-Identification. IberLEF@SEPLN (2019)
Robert McHardy, Heike Adel, Roman Klinger
Adversarial Training for Satire Detection: Controlling for Confounding Variables. NAACL-HLT (1) (2019)
Robert McHardy, Heike Adel, Roman Klinger
Adversarial Training for Satire Detection: Controlling for Confounding Variables. CoRR (2019)
Heike Adel, Laura Ana Maria Bostan, Sean Papay, Sebastian Padó, Roman Klinger
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction. EMNLP (Demonstration) (2018)
Heike Adel, Anton Bryl, David Weiss, Aliaksei Severyn
Adversarial Neural Networks for Cross-lingual Sequence Tagging. CoRR (2018)
Heike Adel, Hinrich Schütze
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling. CoRR (2018)
Apostolos Kemos, Heike Adel, Hinrich Schütze
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging. CoRR (2018)
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
Corpus-Level Fine-Grained Entity Typing. J. Artif. Intell. Res. 61 (2018)
Heike Adel, Ehsaneddin Asgari, Hinrich Schütze
Overview of Character-Based Models for Natural Language Processing. CICLing (1) (2017)
Heike Adel, Francine Chen, Yan-Ying Chen
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data. EACL (2) (2017)
Heike Adel, Hinrich Schütze
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. CoRR (2017)
Heike Adel, Hinrich Schütze
Global Normalization of Convolutional Neural Networks for Joint Entity and Relation Classification. EMNLP (2017)
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
Syntactic and Semantic Features For Code-Switching Factored Language Models. CoRR (2017)
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
Corpus-level Fine-grained Entity Typing. CoRR (2017)
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
Noise Mitigation for Neural Entity Typing and Relation Extraction. EACL (1) (2017)
Heike Adel, Hinrich Schütze
Impact of Coreference Resolution on Slot Filling. CoRR (2017)
Heike Adel, Hinrich Schütze
Exploring Different Dimensions of Attention for Uncertainty Detection. EACL (1) (2017)
Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schütze
Noise Mitigation for Neural Entity Typing and Relation Extraction. CoRR (2016)
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
Combining Recurrent and Convolutional Neural Networks for Relation Classification. HLT-NAACL (2016)
Heike Adel, Benjamin Roth, Hinrich Schütze
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. HLT-NAACL (2016)
Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze
Combining Recurrent and Convolutional Neural Networks for Relation Classification. CoRR (2016)
Heike Adel, Hinrich Schütze
Exploring Different Dimensions of Attention for Uncertainty Detection. CoRR (2016)
Ngoc Thang Vu, Pankaj Gupta, Heike Adel, Hinrich Schütze
Bi-directional recurrent neural network with ranking loss for spoken language understanding. ICASSP (2016)
Heike Adel, Benjamin Roth, Hinrich Schütze
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling. CoRR (2016)
Heike Adel, Ngoc Thang Vu, Katrin Kirchhoff, Dominic Telaar, Tanja Schultz
Syntactic and Semantic Features For Code-Switching Factored Language Models. IEEE ACM Trans. Audio Speech Lang. Process. 23 (3) (2015)
Heike Adel, Hinrich Schütze
CIS at TAC Cold Start 2015: Neural Networks and Coreference Resolution for Slot Filling. TAC (2015)
Heike Adel, Katrin Kirchhoff, Ngoc Thang Vu, Dominic Telaar, Tanja Schultz
Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding. INTERSPEECH (2014)
Heike Adel, Dominic Telaar, Ngoc Thang Vu, Katrin Kirchhoff, Tanja Schultz
Combining recurrent neural networks and factored language models during decoding of code-Switching speech. INTERSPEECH (2014)
Heike Adel, Katrin Kirchhoff, Dominic Telaar, Ngoc Thang Vu, Tim Schlippe, Tanja Schultz
Features for factored language models for code-Switching speech. SLTU (2014)
Heike Adel, Hinrich Schütze
Using Mined Coreference Chains as a Resource for a Semantic Task. EMNLP (2014)
Ngoc Thang Vu, Heike Adel, Tanja Schultz
An Investigation of Code-Switching Attitude Dependent Language Modeling. SLSP (2013)
Heike Adel, Ngoc Thang Vu, Tanja Schultz
Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling. ACL (2) (2013)
Heike Adel, Ngoc Thang Vu, Franziska Kraus, Tim Schlippe, Haizhou Li, Tanja Schultz
Recurrent neural network language modeling for code switching conversational speech. ICASSP (2013)

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Publication Activity (10 Years)

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Heike Adel