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Maël Jullien
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2020 – today
- 2025
[i8]Maël Jullien
, Marco Valentino, Leonardo Ranaldi, André Freitas
:
Dissecting Clinical Reasoning in Language Models: A Comparative Study of Prompts and Model Adaptation Strategies. CoRR abs/2507.04142 (2025)
[i7]Maël Jullien
, Marco Valentino, André Freitas
:
The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference. CoRR abs/2508.10777 (2025)
[i6]Maël Jullien
, Lei Xu, Marco Valentino, André Freitas:
Compartmentalised Agentic Reasoning for Clinical NLI. CoRR abs/2509.10222 (2025)- 2024
[c3]Maël Jullien
, Marco Valentino
, André Freitas
:
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials. SemEval@NAACL 2024: 1947-1962
[i5]Maël Jullien, Marco Valentino, André Freitas:
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials. CoRR abs/2404.04963 (2024)
[i4]Maël Jullien
, Alex Teodor Bogatu, Harriet Unsworth, André Freitas
:
Controlled LLM-based Reasoning for Clinical Trial Retrieval. CoRR abs/2409.18998 (2024)- 2023
[c2]Maël Jullien
, Marco Valentino
, Hannah Frost
, Paul O'Regan, Dónal Landers
, André Freitas
:
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports. EMNLP 2023: 16745-16764
[c1]Maël Jullien
, Marco Valentino
, Hannah Frost
, Paul O'Regan, Donal Landers
, André Freitas
:
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data. SemEval@ACL 2023: 2216-2226
[i3]Maël Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas:
SemEval-2023 Task 7: Multi-Evidence Natural Language Inference for Clinical Trial Data. CoRR abs/2305.02993 (2023)
[i2]Maël Jullien, Marco Valentino, Hannah Frost, Paul O'Regan, Donal Landers, André Freitas:
NLI4CT: Multi-Evidence Natural Language Inference for Clinical Trial Reports. CoRR abs/2305.03598 (2023)- 2022
[i1]Maël Jullien
, Marco Valentino, André Freitas
:
Do Transformers Encode a Foundational Ontology? Probing Abstract Classes in Natural Language. CoRR abs/2201.10262 (2022)
Coauthor Index

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last updated on 2025-12-28 00:26 CET by the dblp team
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