Texts

FacetSum

Introduced in Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents2021

About this Dataset

FacetSum is a faceted summarization dataset for scientific documents. FacetSum has been built on Emerald journal articles, covering a diverse range of domains. Different from traditional document-summary pairs, FacetSum provides multiple summaries, each targeted at specific sections of a long document, including the purpose, method, findings, and value.

Source: Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents

Dataset Variants

FacetSum

Papers1

Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents

Faceted summarization will spur further advances in summarization research and foster the development of NLP systems that can leverage the structured information in both long texts and summaries, according to this study.

Tasks

EDIT

Document Summarization Scientific Document Summarization Unsupervised Extractive Summarization

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