Zobrazeno 1 - 10
of 32
pro vyhledávání: '"Legrand, Joël"'
Text simplification intends to make a text easier to read while preserving its core meaning. Intuitively and as shown in previous works, these two dimensions (simplification and meaning preservation) are often-times inversely correlated. An overly co
Externí odkaz:
http://arxiv.org/abs/2404.03278
Automatic evaluation for sentence simplification remains a challenging problem. Most popular evaluation metrics require multiple high-quality references -- something not readily available for simplification -- which makes it difficult to test perform
Externí odkaz:
http://arxiv.org/abs/2310.08170
To date, most work on text simplification has focused on sentence-level inputs. Early attempts at document simplification merely applied these approaches iteratively over the sentences of a document. However, this fails to coherently preserve the dis
Externí odkaz:
http://arxiv.org/abs/2305.06274
Relation extraction (RE) consists in identifying and structuring automatically relations of interest from texts. Recently, BERT improved the top performances for several NLP tasks, including RE. However, the best way to use BERT, within a machine lea
Externí odkaz:
http://arxiv.org/abs/2011.12380
We present a simple neural network for word alignment that builds source and target word window representations to compute alignment scores for sentence pairs. To enable unsupervised training, we use an aggregation operation that summarizes the align
Externí odkaz:
http://arxiv.org/abs/1606.09560
Autor:
Legrand, Joël, Collobert, Ronan
This paper introduces a greedy parser based on neural networks, which leverages a new compositional sub-tree representation. The greedy parser and the compositional procedure are jointly trained, and tightly depends on each-other. The composition pro
Externí odkaz:
http://arxiv.org/abs/1412.7028
Autor:
Legrand, Joël1 (AUTHOR) joel.legrand@inria.fr, Toussaint, Yannick1 (AUTHOR), Raïssi, Chedy1 (AUTHOR), Coulet, Adrien1,2 (AUTHOR)
Publikováno v:
Journal of Biomedical Semantics. 8/18/2021, Vol. 12 Issue 1, p1-11. 11p.
Publikováno v:
JOBIM 2022-Journées Ouvertes en Biologie, Informatique et Mathématiques
JOBIM 2022-Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France., JOBIM 2022 Proceedings-Posters, Démos
JOBIM 2022-Journées Ouvertes en Biologie, Informatique et Mathématiques, Jul 2022, Rennes, France., JOBIM 2022 Proceedings-Posters, Démos
National audience; Pharmacogenomics (PGx) studies the impact of genetic factors on drug response phenotypes. Atomic knowledge units in PGx have the form of ternary relationships linking one or more drugs, one or more genetic factors, and one or more
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::cd6147e51f6a984883375efeda0ed18c
https://inria.hal.science/hal-03754888/document
https://inria.hal.science/hal-03754888/document
Publikováno v:
Findings of the Association for Computational Linguistics: NAACL 2022
Findings of the Association for Computational Linguistics: NAACL 2022, May 2022, Seattle, United States. pp.2091--2103, ⟨10.18653/v1/2022.findings-naacl.161⟩
Findings of the Association for Computational Linguistics: NAACL 2022, May 2022, Seattle, United States. pp.2091--2103, ⟨10.18653/v1/2022.findings-naacl.161⟩
International audience; Different types of transformations have been used to model sentence simplification ranging from mainly local operations such as phrasal or lexical rewriting, deletion and re-ordering to the more global affecting the whole inpu
Autor:
Monnin, Pierre1 (AUTHOR) pierre.monnin@loria.fr, Legrand, Joël1 (AUTHOR) joel.legrand@loria.fr, Husson, Graziella1 (AUTHOR) graziella.husson@telecomnancy.net, Ringot, Patrice1 (AUTHOR) patrice.ringot@loria.fr, Tchechmedjiev, Andon2 (AUTHOR) andon.tchechmedjiev@lirmm.fr, Jonquet, Clément2,3 (AUTHOR) jonquet@lirmm.fr, Napoli, Amedeo1 (AUTHOR) amedeo.napoli@loria.fr, Coulet, Adrien1,3 (AUTHOR) adrien.coulet@loria.fr
Publikováno v:
BMC Bioinformatics. 4/18/2019 Supplement4, Vol. 20 Issue 4, p1-16. 16p. 5 Diagrams, 11 Charts.