Benchmarking Middle-Trained Language Models for Neural Search

Author:

Déjean Hervé1ORCID,Clinchant Stephane1ORCID,Lassance Carlos1ORCID,Lupart Simon1ORCID,Formal Thibault1ORCID

Affiliation:

1. Naver Labs Europe, Meylan, France

Publisher

ACM

Reference37 articles.

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4. Wei-Cheng Chang , Felix X. Yu , Yin-Wen Chang , Yiming Yang , and Sanjiv Kumar . 2020 . Pre-training Tasks for Embedding-based Large-scale Retrieval. In International Conference on Learning Representations. https://openreview.net/forum?id=rkg-mA4FDr Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang, Yiming Yang, and Sanjiv Kumar. 2020. Pre-training Tasks for Embedding-based Large-scale Retrieval. In International Conference on Learning Representations. https://openreview.net/forum?id=rkg-mA4FDr

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10. 18653/v1/N19--1423 10.18653/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10.18653/v1/N19--1423

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1. Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval.;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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