Keyword

extractive summarization

Description: A text summarization method that selects and assembles important sentences or passages from a source rather than generating new wording.

Primary topic: Advanced Text Analysis Techniques (68%)

OpenAlex ID: keywords/extractive-summarization

LexRank: Graph-based Lexical Centrality as Salience in Text Summarization

2004 · G. Erkan, D. R. Radev · Journal of Artificial Intelligence Research · 2,969

SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents

2017 · Ramesh Nallapati, Feifei Zhai, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1,262

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Automatic Summarization

2001 · Inderjeet Mani · Natural language processing · 839

Automatic text summarization: A comprehensive survey

2020 · Wafaa S. El-Kassas, Cherif R. Salama, et al. · Expert Systems with Applications · 811

Neural Summarization by Extracting Sentences and Words

2016 · Jianpeng Cheng, Mirella Lapata · Annual Meeting of the Association for Computational Linguistics (ACL) · 802

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Recent automatic text summarization techniques: a survey

2016 · Mahak Gambhir, Vishal Gupta · Artificial Intelligence Review · 728

Advances in Automatic Text Summarization

2001 · Elizabeth Liddy · Information Retrieval · 685

Advances in automatic text summarization

2000 · Computers & Mathematics with Applications · 681

A Survey of Text Summarization Extractive Techniques

2010 · Vishal Gupta, Gurpreet Singh Lehal · Journal of Emerging Technologies in Web Intelligence · 616

Text Summarization Techniques: A Brief Survey

2017 · Mehdi Allahyari, Seyedamin Pouriyeh, et al. · International Journal of Advanced Computer Science and Applications · 581

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Generating Wikipedia by Summarizing Long Sequences

2018 · Liu, Peter J., Saleh, Mohammad, et al. · arXiv (Cornell University) · 578

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Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies

2018 · Max Grusky, Mor Naaman, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 483

Summarizing text documents

1999 · Jade Goldstein, Mark Kantrowitz, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 462

Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model

2019 · Alexander Fabbri, Irene Li, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 447

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Extractive Summarization as Text Matching

2020 · Ming Zhong, Pengfei Liu, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 431

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HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization

2019 · Xingxing Zhang, Furu Wei, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 389

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Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization

2004 · Barzilay, Regina, Lee, Lillian · arXiv (Cornell University) · 355

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Automatic summarising: The state of the art

2007 · Karen Spärck Jones · Information Processing & Management · 354

A Survey on Automatic Text Summarization

2007 · Dipanjan Das Andr · 350

Managing across borders: The transnational solution

1990 · Leon Vermaak · Technovation · 337

Neural Text Summarization: A Critical Evaluation

2019 · Wojciech Kryscinski, Nitish Shirish Keskar, et al. · 333

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Contributions to Legal Document Summarization: Judgments from the Portuguese Supreme Court of Justice

2019 · Dias, Margarida Rebelo, Ribeiro, Ricardo, et al. · arXiv (Cornell University) · 330

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Document summarization using conditional random fields

2007 · Dou Shen, Jian-Tao Sun, et al. · 319

Assessing sentence scoring techniques for extractive text summarization

2013 · Rafael Ferreira, Luciano de Souza Cabral, et al. · Expert Systems with Applications · 318

Beyond SumBasic: Task-focused summarization with sentence simplification and lexical expansion

2007 · Lucy Vanderwende, Hisami Suzuki, et al. · Information Processing & Management · 311

Works count: 4,599

Citation count: 62,700