Zobrazeno 1 - 10
of 10 022
pro vyhledávání: '"A, Marneffe"'
Autor:
Bogaert, Jeremie, de Marneffe, Marie-Catherine, Descampe, Antonin, Escouflaire, Louis, Fairon, Cedrick, Standaert, Francois-Xavier
Publikováno v:
Traitement Automatique des Langues 64, 2023, ATALA, Paris
Large language models (LLMs) perform very well in several natural language processing tasks but raise explainability challenges. In this paper, we examine the effect of random elements in the training of LLMs on the explainability of their prediction
Externí odkaz:
http://arxiv.org/abs/2410.05085
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.
Human label variation arises when annotators assign different labels to the same item for valid reasons, while annotation errors occur when labels are assigned for invalid reasons. These two issues are prevalent in NLP benchmarks, yet existing resear
Externí odkaz:
http://arxiv.org/abs/2403.01931
Human label variation, or annotation disagreement, exists in many natural language processing (NLP) tasks, including natural language inference (NLI). To gain direct evidence of how NLI label variation arises, we build LiveNLI, an English dataset of
Externí odkaz:
http://arxiv.org/abs/2310.13850
Autor:
Clements, Marcelle1 (AUTHOR) marcelle.clements@nyu.edu
Publikováno v:
Studies in Gender & Sexuality. Jan-Mar2009, Vol. 10 Issue 1, p1-11. 11p.
Understanding and Predicting Human Label Variation in Natural Language Inference through Explanation
Human label variation (Plank 2022), or annotation disagreement, exists in many natural language processing (NLP) tasks. To be robust and trusted, NLP models need to identify such variation and be able to explain it. To this end, we created the first
Externí odkaz:
http://arxiv.org/abs/2304.12443
Autor:
Mira Meeus, Wim Marneffe, Julie Sylvie van Eetvelde, Annick A A Timmermans, Karin Coninx, Kristof Kempeneers, Timo Meus, Iris Meuwissen, Nathalie Anne Roussel, Gaetane Stassijns, Jonas Verbrugghe
Publikováno v:
BMJ Open Sport & Exercise Medicine, Vol 10, Iss 4 (2024)
Chronic low back pain (CLBP) is one of the most common chronic musculoskeletal disorders worldwide. Guidelines recommend exercise therapy (ET) in CLBP management, but more research is needed to investigate specific ET modalities and their underlying
Externí odkaz:
https://doaj.org/article/52256d9de9224860988285eefb226969
Autor:
Laura, Whitman
Publikováno v:
Journal of the American Psychoanalytic Association. 69(5)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=pmid________::aca4b699bd7d26e9e6af181b6b051d7f
https://pubmed.ncbi.nlm.nih.gov/34982610
https://pubmed.ncbi.nlm.nih.gov/34982610
Autor:
Sarah Misplon, Wim Marneffe, Jana Missiaen, Dries Myny, Inge Decock, Steve Lervant, Koen Vaneygen
Publikováno v:
Archives of Public Health, Vol 82, Iss 1, Pp 1-11 (2024)
Abstract Background Oncological home hospitalization (HH) was implemented in a Belgian context to evaluate the feasibility of oncological HH. In a first HH model (HH1), implemented by three Belgian hospitals, two home nursing organizations and a grou
Externí odkaz:
https://doaj.org/article/ebd0edf8c15a4760b07433e6af3f3b56
We investigate how disagreement in natural language inference (NLI) annotation arises. We developed a taxonomy of disagreement sources with 10 categories spanning 3 high-level classes. We found that some disagreements are due to uncertainty in the se
Externí odkaz:
http://arxiv.org/abs/2209.03392