Aurélie Névéol

SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models NAACL 2025 “Women do not have heart attacks!” Gender Biases in Automatically Generated Clinical Cases in French NAACL 2025 A Benchmark Evaluation of Clinical Named Entity Recognition in French COLING 2024 A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024 Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024 Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024 Hostomytho: A GWAP for Synthetic Clinical Texts Evaluation and Annotation COLING 2024 Limitations of Human Identification of Automatically Generated Text COLING 2024 Using Structured Health Information for Controlled Generation of Clinical Cases in French NAACL 2024 Your Stereotypical Mileage May Vary: Practical Challenges of Evaluating Biases in Multiple Languages and Cultural Contexts COLING 2024 Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023 Event-independent temporal positioning: application to French clinical text ACL 2023 Findings of the WMT 2023 Biomedical Translation Shared Task: Evaluation of ChatGPT 3.5 as a Comparison System EMNLP 2023 The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research ACL 2023 Findings of the WMT 2022 Biomedical Translation Shared Task: Monolingual Clinical Case Reports EMNLP 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022 You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022 Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools EMNLP 2021 Findings of the WMT 2021 Biomedical Translation Shared Task: Summaries of Animal Experiments as New Test Set EMNLP 2021 Reviewing Natural Language Processing Research EACL 2021 Findings of the WMT 2020 Biomedical Translation Shared Task: Basque, Italian and Russian as New Additional Languages EMNLP 2020 Reviewing Natural Language Processing Research ACL 2020 A distantly supervised dataset for automated data extraction from diagnostic studies ACL 2019 Findings of the WMT 2019 Biomedical Translation Shared Task: Evaluation for MEDLINE Abstracts and Biomedical Terminologies ACL 2019 Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers) 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 3: Shared Task Papers, Day 2) ACL 2019 Evaluation of a Sequence Tagging Tool for Biomedical Texts EMNLP 2018 Findings of the WMT 2018 Biomedical Translation Shared Task: Evaluation on Medline test sets EMNLP 2018 Proceedings of the Third Conference on Machine Translation: Research Papers EMNLP 2018 Proceedings of the Third Conference on Machine Translation: Shared Task Papers EMNLP 2018 LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives SemEval 2017 Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers ACL 2017 Temporal information extraction from clinical text EACL 2017 LIMSI-COT at SemEval-2016 Task 12: Temporal relation identification using a pipeline of classifiers SemEval 2016 Automatic Extraction of Time Expressions Accross Domains in French Narratives EMNLP 2015