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2020 – today
- 2024
[j1]Thibault Formal
, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant:
Towards Effective and Efficient Sparse Neural Information Retrieval. ACM Trans. Inf. Syst. 42(5): 116:1-116:46 (2024)- [c20]David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Stéphane Clinchant, Vassilina Nikoulina:
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. EMNLP (Findings) 2024: 7640-7663 - [c19]Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance:
SPLATE: Sparse Late Interaction Retrieval. SIGIR 2024: 2635-2640 - [i14]Carlos Lassance, Hervé Déjean, Thibault Formal, Stéphane Clinchant:
SPLADE-v3: New baselines for SPLADE. CoRR abs/2403.06789 (2024) - [i13]Hervé Déjean, Stéphane Clinchant, Thibault Formal:
A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE. CoRR abs/2403.10407 (2024) - [i12]Thibault Formal, Stéphane Clinchant, Hervé Déjean, Carlos Lassance:
SPLATE: Sparse Late Interaction Retrieval. CoRR abs/2404.13950 (2024) - [i11]David Rau, Hervé Déjean, Nadezhda Chirkova, Thibault Formal, Shuai Wang, Vassilina Nikoulina, Stéphane Clinchant:
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation. CoRR abs/2407.01102 (2024) - [i10]Nadezhda Chirkova, David Rau, Hervé Déjean, Thibault Formal, Stéphane Clinchant, Vassilina Nikoulina:
Retrieval-augmented generation in multilingual settings. CoRR abs/2407.01463 (2024) - 2023
- [b1]Thibault Formal:
Towards Effective, Efficient and Explainable Neural Information Retrieval. (Vers une recherche d'information neuronale efficace, efficiente et interprétable). Sorbonne University, Paris, France, 2023 - [c18]Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
Query Performance Prediction for Neural IR: Are We There Yet? ECIR (1) 2023: 232-248 - [c17]Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier:
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. ECIR (1) 2023: 537-552 - [c16]Simon Lupart, Thibault Formal, Stéphane Clinchant:
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval. ECIR (1) 2023: 636-652 - [c15]Guglielmo Faggioli, Thibault Formal, Simon Lupart, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities. ICTIR 2023: 51-63 - [c14]Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
On the Limitations of Query Performance Prediction for Neural IR. SEBD 2023: 379-390 - [c13]Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal:
Benchmarking Middle-Trained Language Models for Neural Search. SIGIR 2023: 1848-1852 - [c12]Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarksi, Laure Soulier:
CoSPLADE : Adaptation d'un Modèle Neuronal Basé sur des Représentations Parcimonieuses pour la Recherche d'Information Conversationnelle. CORIA-TALN 2023: 207-212 - [i9]Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier:
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval. CoRR abs/2301.04413 (2023) - [i8]Guglielmo Faggioli, Thibault Formal, Stefano Marchesin, Stéphane Clinchant, Nicola Ferro, Benjamin Piwowarski:
Query Performance Prediction for Neural IR: Are We There Yet? CoRR abs/2302.09947 (2023) - [i7]Hervé Déjean, Stéphane Clinchant, Carlos Lassance, Simon Lupart, Thibault Formal:
Benchmarking Middle-Trained Language Models for Neural Search. CoRR abs/2306.02867 (2023) - 2022
- [c11]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
A Study of Lexical Matching in Neural Information Retrieval - Abstract⋆. CIRCLE 2022 - [c10]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. ECIR (2) 2022: 120-127 - [c9]Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant:
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. SIGIR 2022: 2353-2359 - [c8]Nam Le Hai, Thomas Gerald, Thibault Formal, Jian-Yun Nie, Benjamin Piwowarski, Laure Soulier:
MLIA-DAC@TREC CAsT 2022: Sparse Contextualized Query Embedding. TREC 2022 - [i6]Carlos Lassance, Thibault Formal, Stéphane Clinchant:
Composite Code Sparse Autoencoders for first stage retrieval. CoRR abs/2204.07023 (2022) - [i5]Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant:
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective. CoRR abs/2205.04733 (2022) - 2021
- [c7]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
Une Analyse du Modèle ColBERT. CORIA 2021 - [c6]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
A White Box Analysis of ColBERT. ECIR (2) 2021: 257-263 - [c5]Carlos Lassance, Thibault Formal, Stéphane Clinchant:
Composite Code Sparse Autoencoders for First Stage Retrieval. SIGIR 2021: 2136-2140 - [c4]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. SIGIR 2021: 2288-2292 - [c3]Carlos Lassance, Arnaud Sors, Stéphane Clinchant, Thibault Formal, Benjamin Piwowarski:
Naver Labs Europe (SPLADE) @ TREC Deep Learning 2021. TREC 2021 - [i4]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking. CoRR abs/2107.05720 (2021) - [i3]Thibault Formal, Carlos Lassance, Benjamin Piwowarski, Stéphane Clinchant:
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval. CoRR abs/2109.10086 (2021) - [i2]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval. CoRR abs/2112.05662 (2021) - 2020
- [c2]Thibault Formal, Stéphane Clinchant, Jean-Michel Renders, Sooyeol Lee, Geun-Hee Cho:
Learning to Rank Images with Cross-Modal Graph Convolutions. ECIR (1) 2020: 589-604 - [c1]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
Naver Labs Europe @ TREC Deep Learning 2020. TREC 2020 - [i1]Thibault Formal, Benjamin Piwowarski, Stéphane Clinchant:
A White Box Analysis of ColBERT. CoRR abs/2012.09650 (2020)
Coauthor Index
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