Thibault Formal

44 papers A* 6Misc 1Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Retrieval Models with Sparse Autoencoders. CoRR Thibault Formal, Maxime Louis, Hervé Déjean, Stéphane Clinchant
2026	J	`jnl`	Naver Labs Europe @ WSDM CUP \| Multilingual Retrieval. CoRR Thibault Formal, Maxime Louis, Hervé Déjean, Stéphane Clinchant
2026	J	`jnl`	On the Challenges and Opportunities of Learned Sparse Retrieval for Code. CoRR Simon Lupart, Maxime Louis, Thibault Formal, Hervé Déjean, Stéphane Clinchant
2026	—	`conf`	XProvence: Zero-Cost Multilingual Context Pruning for Retrieval-Augmented Generation. ECIR (2) Youssef Mohamed, Mohamed Elhoseiny, Thibault Formal, Nadezhda Chirkova
2026	J	`jnl`	XProvence: Zero-Cost Multilingual Context Pruning for Retrieval-Augmented Generation. CoRR Youssef Mohamed, Mohamed Elhoseiny, Thibault Formal, Nadezhda Chirkova
2025	J	`jnl`	OSCAR: Online Soft Compression And Reranking. CoRR Maxime Louis, Thibault Formal, Hervé Déjean, Stéphane Clinchant
2025	A*	`conf`	Provence: efficient and robust context pruning for retrieval-augmented generation. ICLR Nadezhda Chirkova, Thibault Formal, Vassilina Nikoulina, Stéphane Clinchant
2025	J	`jnl`	Provence: efficient and robust context pruning for retrieval-augmented generation. CoRR Nadezhda Chirkova, Thibault Formal, Vassilina Nikoulina, Stéphane Clinchant
2024	J	`jnl`	A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE. CoRR Hervé Déjean, Stéphane Clinchant, Thibault Formal
2024	—	`conf`	BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. EMNLP (Findings) David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Stéphane Clinchant, Vassilina Nikoulina
2024	J	`jnl`	BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant
2024	J	`jnl`	Retrieval-augmented generation in multilingual settings. CoRR Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina
2024	J	`jnl`	SPLADE-v3: New baselines for SPLADE. CoRR Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant
2024	A*	`conf`	SPLATE: Sparse Late Interaction Retrieval. SIGIR Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
2024	J	`jnl`	SPLATE: Sparse Late Interaction Retrieval. CoRR Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance
2024	J	`jnl`	Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Trans. Inf. Syst. Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2023	A*	`conf`	Benchmarking Middle-Trained Language Models for Neural Search. SIGIR Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
2023	J	`jnl`	Benchmarking Middle-Trained Language Models for Neural Search. CoRR Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal
2023	—	`conf`	CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle. CORIA-TALN Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier
2023	—	`conf`	CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023	J	`jnl`	CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2023	—	`conf`	MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval. ECIR (1) Simon Lupart, Thibault Formal, Stéphane Clinchant
2023	—	`conf`	On the Limitations of Query Performance Prediction for Neural IR. SEBD Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	—	`conf`	Query Performance Prediction for Neural IR: Are We There Yet? ECIR (1) Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	J	`jnl`	Query Performance Prediction for Neural IR: Are We There Yet? CoRR Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2023	—	`—`	Towards Effective, Efficient and Explainable Neural Information Retrieval. (Vers une recherche d'information neuronale efficace, efficiente et interprétable). Thibault Formal
2023	Misc	`conf`	Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. ICTIR Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski
2022	—	`conf`	A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆. CIRCLE Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2022	J	`jnl`	Composite Code Sparse Autoencoders for first stage retrieval. CoRR Carlos Lassance, Thibault Formal, Stéphane Clinchant
2022	A*	`conf`	From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. SIGIR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2022	J	`jnl`	From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. CoRR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2022	—	`conf`	MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. TREC Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier
2022	—	`conf`	Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. ECIR (2) Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	—	`conf`	A White Box Analysis of ColBERT. ECIR (2) Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	A*	`conf`	Composite Code Sparse Autoencoders for First Stage Retrieval. SIGIR Carlos Lassance, Thibault Formal, Stéphane Clinchant
2021	J	`jnl`	Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	—	`conf`	Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021. TREC Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski
2021	J	`jnl`	SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant
2021	A*	`conf`	SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. SIGIR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	J	`jnl`	SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2021	—	`conf`	Une Analyse du Modèle ColBERT. CORIA Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2020	J	`jnl`	A White Box Analysis of ColBERT. CoRR Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant
2020	—	`conf`	Learning to Rank Images with Cross-Modal Graph Convolutions. ECIR (1) Thibault Formal, Stéphane Clinchant, Jean-Michel Renders, Sooyeol Lee, Geun-Hee Cho
2020	—	`conf`	Naver Labs Europe @ TREC Deep Learning 2020. TREC Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant