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Keyword

query-focused summarization

Description: A natural language processing task that produces summaries emphasizing information relevant to a given query.
OpenAlex ID: keywords/query-focused-summarization
A Class of Submodular Functions for Document Summarization
2011 · Hui Lin, Jeff Bilmes · 607
Bayesian query-focused summarization
2006 · Hal Daumé, Daniel Marcu · 255
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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
2021 · Ming Zhong, Da Yin, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 178
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Diversity driven attention model for query-based abstractive summarization
2017 · Preksha Nema, Mitesh M. Khapra, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 171
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Applying regression models to query-focused multi-document summarization
2010 · You Ouyang, Wenjie Li, et al. · Information Processing & Management · 165
Multi-Document Summarization via the Minimum Dominating Set
2010 · Chao Shen, Tao Li · 136
Query-Focused Extractive Video Summarization
2016 · Aidean Sharghi, Boqing Gong, et al. · Lecture notes in computer science · 132
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization
2016 · Wang, Lu, Raghavan, Hema, et al. · arXiv (Cornell University) · 105
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NLP based Machine Learning Approaches for Text Summarization
2020 · Rahul, Surabhi Adhikari, et al. · International Conference on Computing Methodologies and Communication (ICCMC) · 93
AttSum: Joint Learning of Focusing and Summarization with Neural Attention
2016 · Cao, Ziqiang, Li, Wenjie, et al. · arXiv (Cornell University) · 93
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Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models
2018 · Baumel, Tal, Eyal, Matan, et al. · arXiv (Cornell University) · 90
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CAiRE-COVID: A Question Answering and Query-focused Multi-Document Summarization System for COVID-19 Scholarly Information Management
2020 · Dan Su, Yan Xu, et al. · 88
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Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
2023 · Yang, Xianjun, Li, Yan, et al. · arXiv (Cornell University) · 86
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Text summarization using Wikipedia
2014 · Yogesh Sankarasubramaniam, Krishnan Ramanathan, et al. · Information Processing & Management · 82
Topic-based Multi-Document Summarization with Probabilistic Latent Semantic Analysis
2009 · Leonhard Hennig · 82
Coarse-to-Fine Query Focused Multi-Document Summarization
2020 · Yumo Xu, Mirella Lapata · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 80
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Using query expansion in graph-based approach for query-focused multi-document summarization
2008 · Lin Zhao, Lide Wu, et al. · Information Processing & Management · 76
Extractive Text Summarization from Web pages using Selenium and TF-IDF algorithm
2020 · K Usha Manjari, Syed Rousha, et al. · International Conference on Trends in Electronics and Informatics (ICOEI) · 73
FastSum
2008 · Frank Schilder, Ravikumar Kondadadi · 73
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Unsupervised Query-Focused Multi-Document Summarization using the Cross Entropy Method
2017 · Guy Feigenblat, Haggai Roitman, et al. · International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 60
A survey on opinion summarization techniques for social media
2018 · Mohammed Elsaid Moussa, Ensaf Hussein Mohamed, et al. · Future Computing and Informatics Journal · 59
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QMOS: Query-based multi-documents opinion-oriented summarization
2017 · Asad Abdi, Siti Mariyam Shamsuddin, et al. · Information Processing & Management · 54
Measuring importance and query relevance in topic-focused multi-document summarization
2007 · Surabhi Gupta, Ani Nenkova, et al. · 53
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Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries
2014 · Yashar Mehdad, Giuseppe Carenini, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 52
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Accurate user directed summarization from existing tools
1998 · Mark Sanderson · ACM International Conference on Information and Knowledge Management (CIKM) · 51
Works count: 535
Citation count: 6,240
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