Generation of Highlights From Research Papers Using Pointer-Generator Networks and SciBERT Embeddings

Author:

Rehman Tohida1ORCID,Sanyal Debarshi Kumar2ORCID,Chattopadhyay Samiran1ORCID,Bhowmick Plaban Kumar3ORCID,Das Partha Pratim4ORCID

Affiliation:

1. Department of Information Technology, Jadavpur University, Salt Lake Campus, Kolkata, West Bengal, India

2. School of Mathematical and Computational Sciences, Indian Association for the Cultivation of Science, Kolkata, West Bengal, India

3. G S Sanyal School of Telecommunication, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

4. Department of Computer Science and Engineering, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, India

Funder

Department of Science and Technology, Government of India

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference52 articles.

1. A Survey of the State-of-the-Art Models in Neural Abstractive Text Summarization

2. Sequence to sequence learning with neural networks;sutskever;Proc 27th Int Conf Neural Inf Process Syst (NIPS),2014

3. Abstractive Sentence Summarization with Attentive Recurrent Neural Networks

4. Neural machine translation by jointly learning to align and translate;bahdanau;Proc 3rd Int Conf Learn Represent (ICLR),2015

5. Carbon emissions and large neural network training;patterson;arXiv 2104 10350,2021

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