Effectiveness of Data Augmentation to Identify Relevant Reviews for Product Question Answering

Author:

Roy Kalyani1,Goel Avani1,Goyal Pawan1

Affiliation:

1. Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, India

Publisher

ACM

Reference13 articles.

1. Logic-Guided Data Augmentation and Regularization for Consistent Question Answering

2. SubjQA: A Dataset for Subjectivity and Review Comprehension

3. Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks

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). 4171–4186. 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). 4171–4186.

5. Pengcheng He , Xiaodong Liu , Jianfeng Gao , and Weizhu Chen . 2020 . Deberta: Decoding-enhanced bert with disentangled attention. ArXiv abs/2006.03654(2020). Pengcheng He, Xiaodong Liu, Jianfeng Gao, and Weizhu Chen. 2020. Deberta: Decoding-enhanced bert with disentangled attention. ArXiv abs/2006.03654(2020).

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