no code implementations • JEPTALNRECITAL 2019 • Bouh, M{\'e}ri{\`e}me i, Florian Boudin, Ygor Gallina
Nous pr{\'e}sentons dans cet article la participation de l{'}{\'e}quipe TALN du LS2N {\`a} la t{\^a}che d{'}indexation de cas cliniques (t{\^a}che 1).
no code implementations • JEPTALNRECITAL 2019 • Ygor Gallina
Les termes-cl{\'e}s facilitent la recherche de documents dans de larges collections de donn{\'e}es.
1 code implementation • WS 2019 • Ygor Gallina, Florian Boudin, Béatrice Daille
Keyphrase generation is the task of predicting a set of lexical units that conveys the main content of a source text.
1 code implementation • 10 Mar 2020 • Ygor Gallina, Florian Boudin, Béatrice Daille
Keyphrase extraction models are usually evaluated under different, not directly comparable, experimental setups.
no code implementations • NAACL 2021 • Florian Boudin, Ygor Gallina
Neural keyphrase generation models have recently attracted much interest due to their ability to output absent keyphrases, that is, keyphrases that do not appear in the source text.
1 code implementation • ACL 2020 • Florian Boudin, Ygor Gallina, Akiko Aizawa
Sequence-to-sequence models have lead to significant progress in keyphrase generation, but it remains unknown whether they are reliable enough to be beneficial for document retrieval.
1 code implementation • 19 Feb 2024 • Anas Belfathi, Ygor Gallina, Nicolas Hernandez, Richard Dufour, Laura Monceaux
Recent advances in pre-trained language modeling have facilitated significant progress across various natural language processing (NLP) tasks.