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DataFunSummit
DataFunSummit
Sep 23, 2022 · Artificial Intelligence

A Comprehensive Overview of Automatic Text Summarization: Methods, Datasets, Evaluation, and Future Directions

This article surveys automatic text summarization, detailing system classifications, extractive, abstractive and hybrid techniques, notable recent research, multi‑document and cross‑lingual challenges, major datasets, evaluation metrics, and promising future research avenues in the field.

EvaluationNLPText Summarization
0 likes · 21 min read
A Comprehensive Overview of Automatic Text Summarization: Methods, Datasets, Evaluation, and Future Directions
Laiye Technology Team
Laiye Technology Team
Sep 23, 2022 · Artificial Intelligence

Overview of Automatic Text Summarization: Methods, Datasets, and Future Directions

This article provides a comprehensive overview of automatic text summarization, covering extractive, abstractive, and hybrid methods, system classifications, applications, datasets, evaluation metrics, and future research directions within the field of artificial intelligence.

EvaluationNLPText Summarization
0 likes · 23 min read
Overview of Automatic Text Summarization: Methods, Datasets, and Future Directions