SPLADE: Sparse Lexical and Expansion Model for First Stage Ranking T Formal, B Piwowarski, S Clinchant Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 327 | 2021 |
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval T Formal, C Lassance, B Piwowarski, S Clinchant arXiv preprint arXiv:2109.10086, 2021 | 198 | 2021 |
From distillation to hard negative sampling: Making sparse neural ir models more effective T Formal, C Lassance, B Piwowarski, S Clinchant Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 167 | 2022 |
A White Box Analysis of ColBERT T Formal, B Piwowarski, S Clinchant European Conference on Information Retrieval, 257-263, 2021 | 46 | 2021 |
Query Performance Prediction for Neural IR: Are We There Yet? G Faggioli, T Formal, S Marchesin, S Clinchant, N Ferro, B Piwowarski European Conference on Information Retrieval, 232-248, 2023 | 24 | 2023 |
Match Your Words! A Study of Lexical Matching in Neural Information Retrieval T Formal, B Piwowarski, S Clinchant European Conference on Information Retrieval, 120-127, 2022 | 23 | 2022 |
SPLADE-v3: New baselines for SPLADE C Lassance, H Déjean, T Formal, S Clinchant arXiv preprint arXiv:2403.06789, 2024 | 20 | 2024 |
CoSPLADE: Contextualizing SPLADE for Conversational Information Retrieval N Hai Le, T Gerald, T Formal, JY Nie, B Piwowarski, L Soulier European Conference on Information Retrieval, 537-552, 2023 | 16 | 2023 |
Towards Query Performance Prediction for Neural Information Retrieval: Challenges and Opportunities G Faggioli, T Formal, S Lupart, S Marchesin, S Clinchant, N Ferro, ... Proceedings of the 2023 ACM SIGIR International Conference on Theory of …, 2023 | 10 | 2023 |
MS-Shift: An Analysis of MS MARCO Distribution Shifts on Neural Retrieval S Lupart, T Formal, S Clinchant European Conference on Information Retrieval, 636-652, 2023 | 10 | 2023 |
Naver Labs Europe (SPLADE)@ TREC Deep Learning 2022 C Lassance, S Clinchant arXiv preprint arXiv:2302.12574, 2023 | 10 | 2023 |
Retrieval-augmented generation in multilingual settings N Chirkova, D Rau, H Déjean, T Formal, S Clinchant, V Nikoulina arXiv preprint arXiv:2407.01463, 2024 | 8 | 2024 |
Learning to Rank Images with Cross-Modal Graph Convolutions T Formal, S Clinchant, JM Renders, S Lee, GH Cho Advances in Information Retrieval: 42nd European Conference on IR Research …, 2020 | 8 | 2020 |
Towards Effective and Efficient Sparse Neural Information Retrieval T Formal, C Lassance, B Piwowarski, S Clinchant ACM Transactions on Information Systems 42 (5), 1-46, 2024 | 7 | 2024 |
A Thorough Comparison of Cross-Encoders and LLMs for Reranking SPLADE H Déjean, S Clinchant, T Formal arXiv preprint arXiv:2403.10407, 2024 | 7 | 2024 |
Composite Code Sparse Autoencoders for First Stage Retrieval C Lassance, T Formal, S Clinchant Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 6 | 2021 |
BERGEN: A Benchmarking Library for Retrieval-Augmented Generation D Rau, H Déjean, N Chirkova, T Formal, S Wang, V Nikoulina, ... arXiv preprint arXiv:2407.01102, 2024 | 5 | 2024 |
Splate: Sparse late interaction retrieval T Formal, S Clinchant, H Déjean, C Lassance Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | 3 | 2024 |
Benchmarking Middle-Trained Language Models for Neural Search H Déjean, S Clinchant, C Lassance, S Lupart, T Formal Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 3 | 2023 |
Provence: efficient and robust context pruning for retrieval-augmented generation N Chirkova, T Formal, V Nikoulina, S Clinchant arXiv preprint arXiv:2501.16214, 2025 | 1 | 2025 |