Abstractive Summarization of Scientific Documents: Models and Evaluation Techniques

Author:

Rehman Tohida1ORCID,Chattopadhyay Samiran2ORCID,Sanyal Debarshi Kumar3ORCID

Affiliation:

1. Information Technology, Jadavpur University, India

2. Techno India University, India and Information Technology, Jadavpur University, India

3. School of Mathematical & Computational Sciences, Indian Association for the Cultivation of Science, India

Publisher

ACM

Reference17 articles.

1. Satanjeev Banerjee and Alon Lavie. 2005. METEOR: An automatic metric for MT evaluation with improved correlation with human judgments. In Proc. of the ACL Workshop on Intrinsic and Extrinsic Evaluation Measures for Machine Translation and/or Summarization. ACL, 65–72.

2. SciBERT: A Pretrained Language Model for Scientific Text

3. A Supervised Approach to Extractive Summarisation of Scientific Papers

4. Chin-Yew Lin. 2004. ROUGE: A package for automatic evaluation of summaries. In Text Summarization Branches Out. ACL, 74–81.

5. Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles

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