Text Summarization Publications

Publications in Text Summarization

Explore the most influential research papers and scholarly works that have shaped Text Summarization. Use the concept filter below to focus on a specific sub-area of research.

Text Summarization

1.4K

Publications

100.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
Mining and summarizing customer reviews Minqing Hu, Bing Liu Traditional Text SummarizationEngineeringBusiness IntelligenceSummarization TaskEntity Summarization	2004	7.6K
Get To The Point: Summarization with Pointer-Generator Networks Abigail See, Peter J. Liu, Christopher D. Manning EngineeringMachine LearningEntity SummarizationCorpus LinguisticsText Mining	2017	3.8K
TextRank: Bringing Order into Text Rada Mihalcea, Paul Tarau Empirical Methods in Natural Language Processing Ranking AlgorithmEngineeringEntity SummarizationLearning To RankSemantic Web	2004	3.3K
The Automatic Creation of Literature Abstracts H. P. Luhn IBM Journal of Research and Development EngineeringEntity SummarizationIbm 704SemanticsCorpus Linguistics	1958	3.2K
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Journal of Artificial Intelligence Research EngineeringRelative ImportanceEntity SummarizationAutomatic SummarizationText Mining	2004	1.6K
Text Summarization with Pretrained Encoders Yang Liu, Mirella Lapata Natural Language ProcessingEngineeringMulti-modal SummarizationText SummarizationComputational Linguistics	2019	1.6K
Mining opinion features in customer reviews Minqing Hu, Bing Liu Traditional Text SummarizationEngineeringSummarization TaskEntity SummarizationMultimodal Sentiment Analysis	2004	1.3K
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang, Yao Zhao, Mohammad Saleh, arXiv (Cornell University) Natural Language ProcessingModel SummariesRetrieval Augmented GenerationEngineeringMachine Learning	2019	978
SummaRuNNer: A Recurrent Neural Network Based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati, Feifei Zhai, Bowen Zhou Proceedings of the AAAI Conference on Artificial Intelligence Natural Language ProcessingSequence ModellingEngineeringMachine LearningData Science	2017	949
Movie review mining and summarization Zhuang Li, Jing Feng, Xiaoyan Zhu EngineeringEntity SummarizationCorpus LinguisticsSentiment AnalysisJournalism	2006	909
Using lexical chains for text summarization Regina Barzilay, Michael Elhadad Columbia Academic Commons (Columbia University) EngineeringEntity SummarizationQuality Indicative SummariesSemanticsLexical Chains	1997	869
Generic text summarization using relevance measure and latent semantic analysis Yihong Gong, Xin Liu EngineeringText SummariesEntity SummarizationNarrative SummarizationAutomatic Summarization	2001	850

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