Thibault Formal

According to our database, Thibault Formal authored at least 26 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Towards Effective and Efficient Sparse Neural Information Retrieval.

Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant

ACM Trans. Inf. Syst., September, 2024

Retrieval-augmented generation in multilingual settings.

Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina

CoRR, 2024

A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE.

Hervé Déjean, Stéphane Clinchant, Thibault Formal

CoRR, 2024

SPLADE-v3: New baselines for SPLADE.

Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant

CoRR, 2024

SPLATE: Sparse Late Interaction Retrieval.

Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

BERGEN: A Benchmarking Library for Retrieval-Augmented Generation.

David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Stéphane Clinchant, Vassilina Nikoulina

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Towards Effective, Efficient and Explainable Neural Information Retrieval. (Vers une recherche d'information neuronale efficace, efficiente et interprétable).

Thibault Formal

PhD thesis, 2023

CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle.

Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier

Proceedings of the Actes de CORIA-TALN 2023. Actes de la 18e Conférence en Recherche d'Information et Applications, 2023

Benchmarking Middle-Trained Language Models for Neural Search.

Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

On the Limitations of Query Performance Prediction for Neural IR.

Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski

Proceedings of the 31st Symposium of Advanced Database Systems, 2023

Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities.

Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski

Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval.

Simon Lupart, Thibault Formal, Stéphane Clinchant

Proceedings of the Advances in Information Retrieval, 2023

CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval.

Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier

Proceedings of the Advances in Information Retrieval, 2023

Query Performance Prediction for Neural IR: Are We There Yet?

Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski

Proceedings of the Advances in Information Retrieval, 2023

2022

MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding.

Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier

Proceedings of the Thirty-First Text REtrieval Conference, 2022

From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective.

Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Match Your Words! A Study of Lexical Matching in Neural Information Retrieval.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the Advances in Information Retrieval, 2022

A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval.

Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant

CoRR, 2021

Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021.

Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski

Proceedings of the Thirtieth Text REtrieval Conference, 2021

Composite Code Sparse Autoencoders for First Stage Retrieval.

Carlos Lassance, Thibault Formal, Stéphane Clinchant

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

A White Box Analysis of ColBERT.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the Advances in Information Retrieval, 2021

Une Analyse du Modèle ColBERT.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

2020

Naver Labs Europe @ TREC Deep Learning 2020.

Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Learning to Rank Images with Cross-Modal Graph Convolutions.

Thibault Formal, Stéphane Clinchant, Jean-Michel Renders, Sooyeol Lee, Geun-Hee Cho

Proceedings of the Advances in Information Retrieval, 2020