no code implementations • WNUT (ACL) 2021 • Léo Jacqmin, Gabriel Marzinotto, Justyna Gromada, Ewelina Szczekocka, Robert Kołodyński, Géraldine Damnati
Following the increasing performance of neural machine translation systems, the paradigm of using automatically translated data for cross-lingual adaptation is now studied in several applicative domains.
no code implementations • LREC 2022 • Frederic Bechet, Elie Antoine, Jérémy Auguste, Géraldine Damnati
This paper introduces the question answering paradigm as a way to explore digitized archive collections for Social Science studies.
no code implementations • JEP/TALN/RECITAL 2022 • Rim Abrougui, Géraldine Damnati, Johannes Heinecke, Frédéric Béchet
La tâche de compréhension automatique du langage en contexte d’interaction (NLU pour Natural Language Understanding) est souvent réduite à la détection d’intentions et de concepts sur des corpus mono-domaines annotés avec une seule intention par énoncé.
no code implementations • JEP/TALN/RECITAL 2022 • Elie Antoine, Jeremy Auguste, Frederic Bechet, Géraldine Damnati
La génération automatique de questions à partir de textes peut permettre d’obtenir des corpus d’apprentissage pour des modèles de compréhension de documents de type question/réponse sur des textes.
no code implementations • WS 2019 • Lina M. Rojas-Barahona, Pascal Bellec, Benoit Besset, Martinho Dos-Santos, Johannes Heinecke, Munshi Asadullah, Olivier Le-Blouch, Jean Y. Lancien, Géraldine Damnati, Emmanuel Mory, Frédéric Herledan
We present a spoken conversational question answering proof of concept that is able to answer questions about general knowledge from Wikidata.
no code implementations • 21 Dec 2018 • Gabriel Marzinotto, Frédéric Béchet, Géraldine Damnati, Alexis Nasr
This paper describes a Semantic Frame parsing System based on sequence labeling methods, precisely BiLSTM models with highway connections, for performing information extraction on a corpus of French encyclopedic history texts annotated according to the Berkeley FrameNet formalism.
no code implementations • LREC 2018 • Gabriel Marzinotto, Jeremy Auguste, Frederic Bechet, Géraldine Damnati, Alexis Nasr
This paper presents a publicly available corpus of French encyclopedic history texts annotated according to the Berkeley FrameNet formalism.
no code implementations • 19 Dec 2018 • Gabriel Marzinotto, Géraldine Damnati, Frederic Bechet
This article presents an automatic frame analysis system evaluated on a corpus of French encyclopedic history texts annotated according to the FrameNet formalism.