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Abstractive Sentence Summarization

2 papers with code · Natural Language Processing
Subtask of Text Summarization

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A Neural Attention Model for Abstractive Sentence Summarization

EMNLP 2015 tensorflow/models

Summarization based on text extraction is inherently limited, but generation-style abstractive methods have proven challenging to build.

ABSTRACTIVE SENTENCE SUMMARIZATION

Unsupervised Abstractive Sentence Summarization using Length Controlled Variational Autoencoder

14 Sep 2018raphael-sch/SumVAE

In this work we present an unsupervised approach to summarize sentences in abstractive way using Variational Autoencoder (VAE).

ABSTRACTIVE SENTENCE SUMMARIZATION