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Dive into the research topics where Mael Jullien is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies
Jullien, M., Valentino, M., Ranaldi, L. & Freitas, A., 5 Jul 2025, arXiv, 19 p.Research output: Preprint/Working paper › Preprint
Open AccessFile33 Downloads (Pure) -
The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference
Jullien, M., Valentino, M. & Freitas, A., 14 Aug 2025, arXiv, 19 p.Research output: Preprint/Working paper › Preprint
Open AccessFile7 Downloads (Pure) -
Controlled LLM-based Reasoning for Clinical Trial Retrieval
Jullien, M., Bogatu, A., Unsworth, H. & Freitas, A., 19 Sept 2024, arXiv, 21 p.Research output: Preprint/Working paper › Preprint
Open AccessFile8 Downloads (Pure) -
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials
Jullien, M., Valentino, M. & Freitas, A., 20 Jun 2024, (E-pub ahead of print) Association for Computational Linguistics. p. 1947-1962Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open AccessFile25 Downloads (Pure) -
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports
Jullien, M., Valentino, M., Frost, H., O’Regan, P., Landers, D. & Freitas, A., 6 Dec 2023, (E-pub ahead of print) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. p. 16745-16764Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open AccessFile23 Downloads (Pure)