SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)

Explain the paper that currently holds the state-of-the-art result in the abstractive text summarization.

Ala Falaki
Towards AI
Published in
6 min readMar 14, 2022

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Figure 1. The overall introduced architecture by the paper. (taken from [1])

This paper was published in June 2021, not relatively new research. (at least in the fast-paced machine learning…

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Technical Editor @ Towards AI - Ph.D. candidate working on Text Summarization / write about NLP. Let's talk on Twitter! https://nlpiation.github.io/