Unsupervised Sentence Summarization
5 papers with code • 0 benchmarks • 0 datasets
Generating a summary of a given sentence without supervision.
Benchmarks
These leaderboards are used to track progress in Unsupervised Sentence Summarization
Most implemented papers
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
raphael-sch/HC_Sentence_Summarization
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ACL 2020
Automatic sentence summarization produces a shorter version of a sentence, while preserving its most important information.
Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder
In this work we present an unsupervised approach to summarize sentences in abstractive way using Variational Autoencoder (VAE).
Simple Unsupervised Summarization by Contextual Matching
jzhou316/Unsupervised-Sentence-Summarization
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ACL 2019
We propose an unsupervised method for sentence summarization using only language modeling.
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Text summarization aims to generate a short summary for an input text.
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
dmhyun/msrp
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We formulate the unsupervised summarization based on the Markov decision process with rewards representing the summary quality.
