Search Results for author: Antoine Louis

Found 4 papers, 3 papers with code

A Statutory Article Retrieval Dataset in French

1 code implementation ACL 2022 Antoine Louis, Gerasimos Spanakis

Statutory article retrieval is the task of automatically retrieving law articles relevant to a legal question.

Information Retrieval Retrieval +1

Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks

1 code implementation30 Jan 2023 Antoine Louis, Gijs Van Dijck, Gerasimos Spanakis

Statutory article retrieval (SAR), the task of retrieving statute law articles relevant to a legal question, is a promising application of legal text processing.

Ad-Hoc Information Retrieval Information Retrieval +1

Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models

1 code implementation29 Sep 2023 Antoine Louis, Gijs Van Dijck, Gerasimos Spanakis

To support this approach, we introduce and release the Long-form Legal Question Answering (LLeQA) dataset, comprising 1, 868 expert-annotated legal questions in the French language, complete with detailed answers rooted in pertinent legal provisions.

Navigate Question Answering +1

ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval

no code implementations23 Feb 2024 Antoine Louis, Vageesh Saxena, Gijs Van Dijck, Gerasimos Spanakis

In this work, we present a novel modular dense retrieval model that learns from the rich data of a single high-resource language and effectively zero-shot transfers to a wide array of languages, thereby eliminating the need for language-specific labeled data.

Cross-Lingual Transfer Information Retrieval +1

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