no code implementations • 25 Oct 2021 • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre
The analysis of these experiments gives us some insights, discussed in the paper, into the difficulty for the system's trainers to establish a coherent and constant behavioural strategy to enable a fast and good-quality training phase.
no code implementations • 9 Apr 2020 • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno, Thiago G. da Silva, Andréa Carneiro Linhares
Multi-Sentence Compression (MSC) aims to generate a short sentence with the key information from a cluster of similar sentences.
no code implementations • 24 Oct 2018 • Elvys Linhares Pontes, Stéphane Huet, Juan-Manuel Torres-Moreno
Cross-Language Text Summarization (CLTS) generates summaries in a language different from the language of the source documents.
no code implementations • JEPTALNRECITAL 2018 • Elvys Linhares Pontes, Stéphane Huet, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno
Semantic Textual Similarity (STS) is the basis of many applications in Natural Language Processing (NLP).
no code implementations • 1 Oct 2018 • Matthieu Riou, Bassam Jabaian, Stéphane Huet, Fabrice Lefèvre
Several variants of joint learning are investigated and tested with user trials to confirm that the overall on-line learning can be obtained after only a few hundred training dialogues and can overstep an expert-based system.
no code implementations • 19 Mar 2017 • Elvys Linhares Pontes, Thiago Gouveia da Silva, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno, Stéphane Huet
The Internet has led to a dramatic increase in the amount of available information.
no code implementations • 21 Feb 2017 • Luis Adrián Cabrera-Diego, Stéphane Huet, Bassam Jabaian, Alejandro Molina, Juan-Manuel Torres-Moreno, Marc El-Bèze, Barthélémy Durette
This year, the DEFT campaign (D\'efi Fouilles de Textes) incorporates a task which aims at identifying the session in which articles of previous TALN conferences were presented.