4 papers · 1 filter
Trade-offs in Medical LLM Adaptation: An Empirical Study in French QA
Ikram Belmadani, Oumaima El Khettari, Carlos Ramisch +3
The development of large language models (LLMs) has led to an increased focus on their adaptation to specialized domains and languages, yet the effectiveness of domain adaptation s…
In the LLM era, Word Sense Induction remains unsolved
Anna Mosolova, Marie Candito, Carlos Ramisch
In the absence of sense-annotated data, word sense induction (WSI) is a compelling alternative to word sense disambiguation, particularly in low-resource or domain-specific setting…
CareMedEval dataset: Evaluating Critical Appraisal and Reasoning in the Biomedical Field
Doria Bonzi, Alexandre Guiggi, Frédéric Béchet +2
Critical appraisal of scientific literature is an essential skill in the biomedical field. While large language models (LLMs) can offer promising support in this task, their reliab…
Injecting Wiktionary to improve token-level contextual representations using contrastive learning
Anna Mosolova, Marie Candito, Carlos Ramisch
While static word embeddings are blind to context, for lexical semantics tasks context is rather too present in contextual word embeddings, vectors of same-meaning occurrences bein…