Search Results for author: Laura Monceaux

Found 6 papers, 1 papers with code

Language Model Adaptation to Specialized Domains through Selective Masking based on Genre and Topical Characteristics

1 code implementation19 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.

Language Modelling

Harnessing GPT-3.5-turbo for Rhetorical Role Prediction in Legal Cases

no code implementations26 Oct 2023 Anas Belfathi, Nicolas Hernandez, Laura Monceaux

We propose a comprehensive study of one-stage elicitation techniques for querying a large pre-trained generative transformer (GPT-3. 5-turbo) in the rhetorical role prediction task of legal cases.

Enhancing Pre-Trained Language Models with Sentence Position Embeddings for Rhetorical Roles Recognition in Legal Opinions

no code implementations8 Oct 2023 Anas Belfathi, Nicolas Hernandez, Laura Monceaux

The legal domain is a vast and complex field that involves a considerable amount of text analysis, including laws, legal arguments, and legal opinions.

Position Sentence

Extraction d'expressions-cibles de l'opinion : de l'anglais au fran\ccais (Opinion Target Expression extraction : from English to French)

no code implementations JEPTALNRECITAL 2016 Gr{\'e}goire Jadi, Laura Monceaux, Vincent Claveau, B{\'e}atrice Daille

Dans cet article, nous pr{\'e}sentons le d{\'e}veloppement d{'}un syst{\`e}me d{'}extraction d{'}expressions-cibles pour l{'}anglais et sa transposition au fran{\c{c}}ais.

Evaluating Lexical Similarity to build Sentiment Similarity

no code implementations LREC 2016 Gr{\'e}goire Jadi, Vincent Claveau, B{\'e}atrice Daille, Laura Monceaux

In this article, we propose to evaluate the lexical similarity information provided by word representations against several opinion resources using traditional Information Retrieval tools.

Information Retrieval Retrieval +3

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