Unsupervised Sentence Summarization
5 papers with code • 0 benchmarks • 0 datasets
Generating a summary of a given sentence without supervision.
These leaderboards are used to track progress in Unsupervised Sentence Summarization
Automatic sentence summarization produces a shorter version of a sentence, while preserving its most important information.
In this work we present an unsupervised approach to summarize sentences in abstractive way using Variational Autoencoder (VAE).
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.