no code implementations • LREC 2020 • Salima Mdhaffar, Yannick Est{\`e}ve, Antoine Laurent, Hern, Nicolas ez, Richard Dufour, Delphine Charlet, Geraldine Damnati, Solen Quiniou, Nathalie Camelin
The use cases concern scientific fields from both speech and text processing, with language model adaptation, thematic segmentation and transcription to slide alignment.
no code implementations • LREC 2020 • Delphine Charlet, Geraldine Damnati, Frederic Bechet, Gabriel Marzinotto, Johannes Heinecke
Machine Reading received recently a lot of attention thanks to both the availability of very large corpora such as SQuAD or MS MARCO containing triplets (document, question, answer), and the introduction of Transformer Language Models such as BERT which obtain excellent results, even matching human performance according to the SQuAD leaderboard.
no code implementations • WS 2019 • Frederic Bechet, Cindy Aloui, Delphine Charlet, Geraldine Damnati, Johannes Heinecke, Alexis Nasr, Frederic Herledan
Machine reading comprehension is a task related to Question-Answering where questions are not generic in scope but are related to a particular document.
no code implementations • 7 Oct 2019 • Gabriel Marzinotto, Geraldine Damnati, Frédéric Béchet
We show that adversarial learning increases all models generalization capabilities both on manual and automatic speech transcription as well as on encyclopedic data.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +6
no code implementations • SEMEVAL 2019 • Gabriel Marzinotto, Johannes Heinecke, Geraldine Damnati
Parsing is done recursively, we perform a first inference on the sentence to extract the main scenes and links and then we recursively apply our model on the sentence using a masking feature that reflects the decisions made in previous steps.
no code implementations • NAACL 2019 • Gabriel Marzinotto, Geraldine Damnati, Frédéric Béchet, Benoit Favre
This paper addresses the issue of generalization for Semantic Parsing in an adversarial framework.
no code implementations • WS 2019 • Nicolas Zampieri, Carlos Ramisch, Geraldine Damnati
Recent initiatives such as the PARSEME shared task allowed the rapid development of MWE identification systems.
no code implementations • JEPTALNRECITAL 2019 • Frederic Bechet, Cindy Aloui, Delphine Charlet, Geraldine Damnati, Johannes Heinecke, Alexis Nasr, Frederic Herledan
Le but de cette {\'e}tude est de permettre le d{\'e}veloppement de telles ressources pour d{'}autres langues {\`a} moindre co{\^u}t en proposant une m{\'e}thode g{\'e}n{\'e}rant de mani{\`e}re semi-automatique des questions {\`a} partir d{'}une analyse s{\'e}mantique d{'}un grand corpus.
no code implementations • JEPTALNRECITAL 2012 • Frederic Bechet, Remi Auguste, Stephane Ayache, Delphine Charlet, Geraldine Damnati, Benoit Favre, Corinne Fredouille, Christophe Levy, Georges Linares, Jean Martinet