Scientific-Document-Summarization-Papers

A collection of papers, datasets, metrics, resources for scientific document summarization.

Tasks

Tasks	Venue	Title	tl;dr
Long Summarization	SDP@EMNLP2020, NAACL2021, COLING2022	Shared task [Data TalkSumm] [Paper@SDP2020] [Paper@SDP2021]	< 600 words
Lazy Summarization	SDP@EMNLP2020	Shared task [Data Laysumm]	70-100 words, non-technical audience
Multi-perspective Summarization	SDP@COLING2022	Shared task [Data MuP]	Multiple gold summaries
Multi-document Summarization	SDP@COLING2022
Extreme Summarization	ACL2020 Findings	TLDR: Extreme Summarization of Scientific Documents	1 sentence

Datasets

Dataset	Year	Title	tl;dr
MuP	2022	Multi Perspective Scientific Document Summarization [Git]	Multiple gold summaries

Metrics

Papers

Other resources

References

1. An Empirical Survey on Long Document Summarization

2. awesome-Multi-Document-Summarization

3. Text Summarization Papers

4. Summarization Papers