RankT5: Fine-Tuning T5 for Text Ranking with Ranking Losses

Author:

Zhuang Honglei1ORCID,Qin Zhen2ORCID,Jagerman Rolf3ORCID,Hui Kai1ORCID,Ma Ji4ORCID,Lu Jing2ORCID,Ni Jianmo1ORCID,Wang Xuanhui1ORCID,Bendersky Michael1ORCID

Affiliation:

1. Google Research, Mountain View, USA

2. Google Research, New York, USA

3. Google Research, Amsterdam, Netherlands

4. Google Research, London, United Kingdom

Publisher

ACM

Reference50 articles.

1. Payal Bajaj , Daniel Campos , Nick Craswell , Li Deng , Jianfeng Gao , Xiaodong Liu , Rangan Majumder , Andrew McNamara , Bhaskar Mitra , Tri Nguyen , 2016 . MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. arXiv preprint arXiv:1611.09268 (2016). Payal Bajaj, Daniel Campos, Nick Craswell, Li Deng, Jianfeng Gao, Xiaodong Liu, Rangan Majumder, Andrew McNamara, Bhaskar Mitra, Tri Nguyen, et al. 2016. MS MARCO: A Human Generated MAchine Reading COmprehension Dataset. arXiv preprint arXiv:1611.09268 (2016).

2. Language Models are Few-Shot Learners;Brown Tom;Advances in Neural Information Processing Systems,2020

3. An Analysis of the Softmax Cross Entropy Loss for Learning-to-Rank with Binary Relevance

4. Learning to rank using gradient descent

5. Learning to rank

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