← Authors

Karin Verspoor

48 papers · 2014–2026 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (78) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (11) 🀝 Dynamic Duo (18) 🧬 Topic Evolution πŸ’Ž Century Club (47) ⚑ Prolific Year (12) πŸ—ƒοΈ Keyword Collector (184) ❓ The Questioner (3) πŸ”₯ Unstoppable (10)

Conferences

ACL (15) EMNLP (10) NAACL (6) COLING (4) SEMEVAL (3) EACL (2) AAAI (1) AACL (1) CONLL (1) CVPR (1) ICML (1) IJCNLP (1) JMLR (1) MICCAI (1)

Top co-authors

Timothy Baldwin (18) Antonio Jimeno Yepes (10) Yulia Otmakhova (8) Trevor Cohn (8) Mariana Neves (7) AurΓ©lie NΓ©vΓ©ol (7) Jey Han Lau (6) Matteo Negri (5) Marco Turchi (5) Yvette Graham (5)

Keywords

domain adaptation (5) named entity recognition (5) natural language inference (5) language model (4) clinical text (4) relation extraction (4) transfer learning (4) document retrieval (3) multi-document summarization (3) word embedding (2) benchmark evaluation (2) text classification (2) pre-trained language model (2) clinical trial (2) evidence retrieval (2) coreference resolution (2) data augmentation (2) text summarization (2) machine translation (2) language model evaluation (2)

Papers

Imprint of the Forgotten: Stealthy Membership Inference in Unlearned Graph Neural Networks AAAI 2026
Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025
Knowledge Tree Driven Contextualized Instruction Tuning of Foundation Models for Epilepsy Drug Recommendation MICCAI 2025
Do Numbers Matter? Types and Prevalence of Numbers in Clinical Texts ACL 2024
Revisiting subword tokenization: A case study on affixal negation in large language models NAACL 2024
Principles from Clinical Research for NLP Model Generalization NAACL 2024
Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering ACL 2024
Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023
Language models are not naysayers: an analysis of language models on negation benchmarks ACL 2023
Effects of Human Adversarial and Affable Samples on BERT Generalization EMNLP 2023
ITTC at SemEval 2023-Task 7: Document Retrieval and Sentence Similarity for Evidence Retrieval in Clinical Trial Data SEMEVAL 2023
ITTC at SemEval 2023-Task 7: Document Retrieval and Sentence Similarity for Evidence Retrieval in Clinical Trial Data ACL 2023
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation AACL 2022
The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature ACL 2022
What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text ACL 2022
Noisy Label Regularisation for Textual Regression COLING 2022
LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation COLING 2022
READ-BioMed@SocialDisNER: Adaptation of an Annotation System to Spanish Tweets COLING 2022
Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation CVPR 2022
M3: Multi-level dataset for Multi-document summarisation of Medical studies EMNLP 2022
Distinguishing between focus and background entities in biomedical corpora using discourse structure and transformers EMNLP 2022
Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal Negation IJCNLP 2022
Improving negation detection with negation-focused pre-training NAACL 2022
Cross-linguistic Comparison of Linguistic Feature Encoding in BERT Models for Typologically Different Languages NAACL 2022
ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain EACL 2021
Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation EACL 2021
WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking COLING 2020
Learning from Unlabelled Data for Clinical Semantic Textual Similarity EMNLP 2020
Improved Topic Representations of Medical Documents to Assist COVID-19 Literature Exploration EMNLP 2020
Domain Adaptation and Instance Selection for Disease Syndrome Classification over Veterinary Clinical Notes ACL 2020
Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020
Proceedings of the Fourth Conference on Machine Translation (Volume 3: Shared Task Papers, Day 2) ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 2: Shared Task Papers, Day 1) ACL 2019
Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers) ACL 2019
Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies ACL 2019
A Bag-of-concepts Model Improves Relation Extraction in a Narrow Knowledge Domain with Limited Data NAACL 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019
Proceedings of the Third Conference on Machine Translation: Research Papers EMNLP 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings ACL 2018
Proceedings of the Third Conference on Machine Translation: Shared Task Papers EMNLP 2018
An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing CONLL 2018
Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition EMNLP 2018
Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets EMNLP 2018
SemEval-2017 Task 3: Community Question Answering SEMEVAL 2017
Adjusting for Chance Clustering Comparison Measures JMLR 2016
Rev at SemEval-2016 Task 2: Aligning Chunks by Lexical, Part of Speech and Semantic Equivalence SEMEVAL 2016
What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages EMNLP 2014
Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014