An automatic text summarization system can automatically generate a short and brief summary that contains a main concept of an original document.
This work explores the advantages of simple embedding features in Reinforcement leaning approach to automatic text summarization tasks and proposes a novel ...
An automatic text summarization system can automatically generate a short and brief summary that contains a main concept of an original document.
Dec 1, 2017 · In this work, we explore the ad- vantages of simple embedding features in Reinforcement leaning approach to automatic text summarization tasks.
This document proposes using reinforcement learning with embedding features for automatic text summarization. It introduces a novel deep learning network to ...
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This paper presents a two-stage optimization method forautomatic text summarization that combines abstractive summarization and extractive summarization. First, ...
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Automatic Text Summarization Using Reinforcement Learning with Embedding Features. Author. Lee, Gyoung Ho and Lee, Kong Joo. Conference. Proceedings of the ...
Jun 26, 2023 · This paper proposes an extractive text summarization that uses reinforcement learning to optimize the long text extraction process.
Apr 11, 2020 · Automatic text summarization is the task of producing a concise and fluent summary without any human help while preserving the meaning of the original text ...
This study provides a comprehensive review of recent research advances in the area of abstractive text summarization for works spanning the past six years.