📝 Summarization113 papers · page 1 of 5 · the most cited first · all topicsShortening a document or a set of documents to what matters.1 2 … 5 next →A Sentimental Education: Sentiment Analysis Using Subjectivity Summarization Based on Minimum CutsBo Pang, Lillian Lee2004 · 3 842 citationsPEGASUS: Pre-training with Extracted Gap-sentences for Abstractive SummarizationJingqing Zhang, Yao Zhao, Mohammad Saleh, et al.2019 · 1 806 citationsA Deep Reinforced Model for Abstractive SummarizationRomain Paulus, Caiming Xiong, Richard Socher2017 · 1 626 citationsSummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of DocumentsRamesh Nallapati, Feifei Zhai, Bowen Zhou2016 · 1 566 citationsAbstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush2016 · 1 085 citationsA Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsArman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1 018 citationsNeural Summarization by Extracting Sentences and WordsJianpeng Cheng, Mirella Lapata2016 · 1 000 citationsUsing Lexical Chains for Text SummarizationRegina Barzilay, Michael Elhadad1997 · 989 citationsBottom-Up Abstractive SummarizationSebastian Gehrmann, Yuntian Deng, Alexander Rush2018 · 939 citationsAdapted Large Language Models Can Outperform Medical Experts in Clinical Text SummarizationDave Van Veen, Cara Van Uden, Louis Blankemeier, et al.2023 · 925 citationsFast Abstractive Summarization with Reinforce-Selected Sentence RewritingYen-Chun Chen, Mohit Bansal2018 · 819 citationsSummarizing Scientific Articles: Experiments with Relevance and Rhetorical StatusSimone Teufel, Marc Moens2002 · 775 citationsMulti-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, et al.2019 · 738 citationsA Joint Model of Text and Aspect Ratings for Sentiment SummarizationIvan Titov, Ryan McDonald2008 · 729 citationsA Class of Submodular Functions for Document SummarizationHui Lin, Jeff Bilmes2011 · 683 citationsBenchmarking Large Language Models for News SummarizationTianyi Zhang, Faisal Ladhak, Esin Durmus, et al.2024 · 663 citationsExploring Content Models for Multi-Document SummarizationAria Haghighi, Lucy Vanderwende2009 · 630 citationsOpinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant OpinionsKavita Ganesan, ChengXiang Zhai, Jiawei Han2010 · 608 citationsThe Automated Acquisition of Topic Signatures for Text SummarizationChin-Yew Lin, Eduard Hovy2000 · 585 citationsExtractive Summarization as Text MatchingMing Zhong, Pengfei Liu, Yiran Chen, et al.2020 · 567 citationsNeural Text Summarization: A Critical EvaluationWojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 555 citationsSentence Fusion for Multidocument News SummarizationRegina Barzilay, Kathleen R. McKeown2005 · 548 citationsInformation Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citationsHierarchical Transformers for Multi-Document SummarizationYang Liu, Mirella Lapata2019 · 462 citationsHIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationXingxing Zhang, Furu Wei, Ming Zhou2019 · 446 citations1 2 … 5 next →← previous topicSpeech act theorynext topic →Syntax & grammar formalisms↑ back to topicsThis page in Markdown → https://md.research.elamur.ai/free/en/topics/summarization/