Keyword

graph-based summarization

Description: A text summarization approach that uses graph representations of documents or their content to identify and produce a concise summary.

Primary topic: Advanced Text Analysis Techniques (79%)

OpenAlex ID: keywords/graph-based-summarization

Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions

2010 · Kavita Ganesan, ChengXiang Zhai, et al. · Illinois Digital Environment for Access to Learning and Scholarship (University of Illinois at Urbana-Champaign) · 513

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Topical Coherence for Graph-based Extractive Summarization

2015 · Daraksha Parveen, Hans-Martin Ramsl, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 136

Multi-Document Summarization via the Minimum Dominating Set

2010 · Chao Shen, Tao Li · 136

Semantic graph reduction approach for abstractive Text Summarization

2012 · Ibrahim F. Moawad, Mostafa Aref · International Conference on Computer Engineering & Systems (ICCES) · 126

Graph-Based Text Summarization Using Modified TextRank

2018 · Chirantana Mallick, Ajit Kumar Das, et al. · Advances in intelligent systems and computing · 123

GraphSum: Discovering correlations among multiple terms for graph-based summarization

2013 · Elena Baralis, Luca Cagliero, et al. · Information Sciences · 109

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Extractive multi-document text summarization based on graph independent sets

2020 · Taner Uçkan, Ali Karcı · Egyptian Informatics Journal · 96

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Learning Sub-Structures of Document Semantic Graphs for Document Summarization

2004 · Leskovec, Jure, Grobelnik, Marko, et al. · 84

EdgeSumm: Graph-based framework for automatic text summarization

2020 · Wafaa S. El-Kassas, Cherif R. Salama, et al. · Information Processing & Management · 78

Using query expansion in graph-based approach for query-focused multi-document summarization

2008 · Lin Zhao, Lide Wu, et al. · Information Processing & Management · 76

Graph-based biomedical text summarization: An itemset mining and sentence clustering approach

2018 · Mozhgan Nasr Azadani, Nasser Ghadiri, et al. · Journal of Biomedical Informatics · 73

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Integrating importance, non-redundancy and coherence in graph-based extractive summarization

2015 · Daraksha Parveen, Michael Strube · International Conference on Artificial Intelligence · 68

A new graph-based extractive text summarization using keywords or topic modeling

2020 · Ramesh Chandra Belwal, Sawan Rai, et al. · Journal of Ambient Intelligence and Humanized Computing · 65

Summarizing Emails with Conversational Cohesion and Subjectivity

2008 · Giuseppe Carenini, Raymond T. Ng, et al. · 65

Automatic Multi Document Summarization Approaches

2011 · Kumar · Journal of Computer Science · 59

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Generating Coherent Summaries of Scientific Articles Using Coherence Patterns

2016 · Daraksha Parveen, Mohsen Mesgar, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 55

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A Pilot Study of Opinion Summarization in Conversations

2011 · Dong Wang, Yang Liu · 50

ATSSI: Abstractive Text Summarization Using Sentiment Infusion

2016 · Rupal Bhargava, Yashvardhan Sharma, et al. · Procedia Computer Science · 49

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Summarization-based Video Caption via Deep Neural Networks

2015 · Guang Li, Shubo Ma, et al. · ACM International Conference on Multimedia (ACM MM) · 42

A Four Dimension Graph Model for Automatic Text Summarization

2013 · Rafael Ferreira, Frederico Freitas, et al. · IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technologies (WI-IAT) · 42

Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers

2020 · Shusheng Xu, Xingxing Zhang, et al. · 41

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Graph-Based Multi-Tweet Summarization using Social Signals

2012 · Xiaohua Liu, Yitong Li, et al. · International Conference on Computational Linguistics · 41

Summarization of biomedical articles using domain-specific word embeddings and graph ranking

2020 · Milad Moradi, Maedeh Dashti, et al. · Journal of Biomedical Informatics · 40

BASS: Boosting Abstractive Summarization with Unified Semantic Graph

2021 · Wenhao Wu, Wei Li, et al. · 39

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A Comparative Study of Opinion Summarization Techniques

2020 · Surbhi Bhatia · IEEE Transactions on Computational Social Systems · 38