Calibration Learning for Few-shot Novel Product Description

Author:

Liu Zheng1ORCID,Wu Mingjing2ORCID,Peng Bo3ORCID,Liu Yichao3ORCID,Peng Qi3ORCID,Zou Chong4ORCID

Affiliation:

1. University College London, London, United Kingdom

2. Nanyang Technological University, Singapore, Singapore

3. Newcastle University, Newcastle upon Tyne, United Kingdom

4. China Institute of Atomic Energy, Beijing, China

Publisher

ACM

Reference24 articles.

1. Peter Anderson , Xiaodong He , Chris Buehler , Damien Teney , Mark Johnson , Stephen Gould , and Lei Zhang . 2018 . Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. In 2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018 , Salt Lake City, UT, USA, June 18--22 , 2018. Computer Vision Foundation / IEEE Computer Society, 6077--6086. https://doi.org/10.1109/CVPR.2018.00636 10.1109/CVPR.2018.00636 Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, and Lei Zhang. 2018. Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. In 2018 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2018, Salt Lake City, UT, USA, June 18--22, 2018. Computer Vision Foundation / IEEE Computer Society, 6077--6086. https://doi.org/10.1109/CVPR.2018.00636

2. Satanjeev Banerjee and Alon Lavie . 2005 . METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments . In Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005 , Ann Arbor, Michigan, USA , June 29, 2005,Jade Goldstein, Alon Lavie, Chin-Yew Lin, and Clare R. Voss (Eds.). Association for Computational Linguistics, 65--72. https://aclanthology.org/W05-0909/ Satanjeev Banerjee and Alon Lavie. 2005. METEOR: An Automatic Metric for MT Evaluation with Improved Correlation with Human Judgments. In Proceedings of the Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization@ACL 2005, Ann Arbor, Michigan, USA, June 29, 2005,Jade Goldstein, Alon Lavie, Chin-Yew Lin, and Clare R. Voss (Eds.). Association for Computational Linguistics, 65--72. https://aclanthology.org/W05-0909/

3. Towards Knowledge-Based Personalized Product Description Generation in E-commerce

4. Generating E-Commerce Product Titles and Predicting their Quality

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, NAACL-HLT 2019 , Minneapolis, MN, USA , June 2-7, 2019, Volume 1 (Long and Short Papers), Jill Burstein, Christy Doran, and Thamar Solorio (Eds.). Association for Computational Linguistics, 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, NAACL-HLT 2019, Minneapolis, MN, USA, June 2-7, 2019, Volume 1 (Long and Short Papers), Jill Burstein, Christy Doran, and Thamar Solorio (Eds.). Association for Computational Linguistics, 4171--4186. https://doi.org/10.18653/v1/n19-1423

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