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
Latest papers
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
We formulate the unsupervised summarization based on the Markov decision process with rewards representing the summary quality.
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Text summarization aims to generate a short summary for an input text.
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction
Automatic sentence summarization produces a shorter version of a sentence, while preserving its most important information.
Simple Unsupervised Summarization by Contextual Matching
We propose an unsupervised method for sentence summarization using only language modeling.
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).