U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation

Author:

Liu Yuanxing1ORCID,Zhang Weinan1ORCID,Dong Baohua2ORCID,Fan Yan2ORCID,Wang Hang1ORCID,Feng Fan2ORCID,Chen Yifan1ORCID,Zhuang Ziyu1ORCID,Cui Hengbin2ORCID,Li Yongbin2ORCID,Che Wanxiang1ORCID

Affiliation:

1. Independent, Harbin, China

2. Alibaba Group, Hangzhou, China

Funder

National Natural Science Foundation of China

Science and Technology Innovation 2030 Major Project of China

Publisher

ACM

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4. 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/N 19 - 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

5. Jesse Dodge , Andreea Gane , Xiang Zhang , Antoine Bordes , Sumit Chopra , Alexander H. Miller , Arthur Szlam , and Jason Weston . 2016 . Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems . In Proc. of ICLR. Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, and Jason Weston. 2016. Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems. In Proc. of ICLR.

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