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- Provence: efficient and robust context pruning for retrieval-augmented generation
The Thirteenth International Conference on Learning Representations (ICLR), Singapore, 24-28 April, 2025
- OSCAR: Online Soft Compression And Reranking
arXiv:2504.07109
- BERGEN: A Benchmarking Library for Retrieval-Augmented Generation
Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Miami, Florida, 12-16 November, 2024
- Retrieval-augmented generation in multilingual settings
Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM), in conjunction with the 62nd Annual Meeting of the Association for Computational Linguistics (ACL), Bangkok, Thailand, 16 August, 2024
- A thorough comparison of cross-encoders and LLMs for reranking SPLADE
arXiv:2403.10407
- Towards Effective and Efficient Sparse Neural Information Retrieval
ACM Transactions on Information Systems (TOIS), December 2023
- Benchmarking middle-trained language models for neural search
46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’23), Taipei, Taiwan, 23-27 July, 2023
- CoSPLADE: contextualizing SPLADE for conversational information retrieval
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- Query performance prediction for Neural IR: are we there yet?
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- MS-Shift: an analysis of MS MARCO distribution shifts on neural retrieval
45th European Conference on Information Retrieval (ECIR), Dublin, Ireland, 2–6 April, 2023
- From distillation to hard negative sampling: making sparse neural IR models more effective
SIGIR '22: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp 2353–2359, July 2022.
- Match your words! A study of lexical matching in neural information retrieval
44th European Conference on Information Retrieval (ECIR), Stavanger, Norway, 10-14 April, 2022
- NAVER LABS Europe (SPLADE) @ TREC DEEP LEARNING 2021
Text REtrieval Conference (TREC), 17-19 November, 2021
- SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
Published on arXiv.org
- SPLADE: sparse lexical and expansion model for first stage ranking
Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 2288-2292 (SIGIR 2021), virtual event, 11-15 July, 2021
- Composite code sparse autoencoders for first stage retrieval
44th International ACM SIGIR Conference on Research and Development in Information Retrieval, virtual event, 11-15 July, 2021
- A white box analysis of ColBERT
European Conference on Information Retrieval (ECIR), Lucca, Italy (online event), 28 March-3 April, 2021
- Learning to rank images with cross-modal graph convolutions
European Conference on Information Retrieval (ECIR), Lisbon, Portugal (virtual event), 14-17 April, 2020