Long Document Re-ranking with Modular Re-ranker

Author:

Gao Luyu1,Callan Jamie1

Affiliation:

1. Carnegie Mellon University, Pittsburgh, PA, USA

Funder

National Science Foundation

Publisher

ACM

Reference24 articles.

1. Daniel Fernando Campos , Tri Nguyen , Mir Rosenberg , Xia Song , Jianfeng Gao , Saurabh Tiwary , Rangan Majumder , Li Deng , and Bhaskar Mitra . 2016 . MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. ArXiv abs/1611.09268 (2016). Daniel Fernando Campos, Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng, and Bhaskar Mitra. 2016. MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. ArXiv abs/1611.09268 (2016).

2. Rewon Child , Scott Gray , Alec Radford , and Ilya Sutskever . 2019. Generating long sequences with sparse transformers. arXiv preprint arXiv:1904.10509 ( 2019 ). Rewon Child, Scott Gray, Alec Radford, and Ilya Sutskever. 2019. Generating long sequences with sparse transformers. arXiv preprint arXiv:1904.10509 (2019).

3. Zhuyun Dai and Jamie Callan . 2019 . Deeper Text Understanding for IR with Contextual Neural Language Modeling. In The 42nd International ACM SIGIR Conference on Research & Development in Information Retrieval. Zhuyun Dai and Jamie Callan. 2019. Deeper Text Understanding for IR with Contextual Neural Language Modeling. In The 42nd International ACM SIGIR Conference on Research & Development in Information Retrieval.

4. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In NAACL-HLT.

5. Luyu Gao and Jamie Callan. 2021. Condenser: a Pre-training Architecture for Dense Retrieval. In EMNLP. Luyu Gao and Jamie Callan. 2021. Condenser: a Pre-training Architecture for Dense Retrieval. In EMNLP.

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2. Towards Retrieval Augmented Generation over Large Video Libraries;2024 16th International Conference on Human System Interaction (HSI);2024-07-08

3. A Purely Entity-Based Semantic Search Approach for Document Retrieval;Applied Sciences;2023-09-14

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