Search Results for author: Michel Le Nouy

Found 2 papers, 0 papers with code

Active Learning for Interactive Relation Extraction in a French Newspaper’s Articles

no code implementations RANLP 2021 Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier, Pascale Sébillot

Relation extraction is a subtask of natural langage processing that has seen many improvements in recent years, with the advent of complex pre-trained architectures.

Active Learning Relation Classification

Relation, es-tu l\`a ? D\'etection de relations par LSTM pour am\'eliorer l'extraction de relations (Relation, are you there ? LSTM-based relation detection to improve knowledge extraction )

no code implementations JEPTALNRECITAL 2020 Cyrielle Mallart, Michel Le Nouy, Guillaume Gravier, Pascale S{\'e}billot

Notre mod{\`e}le s{'}appuie sur le plus court chemin de d{\'e}pendances entre deux entit{\'e}s, mod{\'e}lis{\'e} par un LSTM et combin{\'e} avec les types des entit{\'e}s. Sur la t{\^a}che de d{\'e}tection de relations, nous obtenons de meilleurs r{\'e}sultats qu{'}un mod{\`e}le {\'e}tat de l{'}art pour la classification de relations, avec une robustesse accrue aux relations in{\'e}dites.

Classification General Classification

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