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Text summarization is the research area aiming at creating a short and condensed version of the original document, which conveys the main idea of the document in a few words.
Headline generation based on statistical translation
Michele Banko and et al · 2000
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Temporal summaries of new topics
James Allan and et al · 2001
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From single to multi-document summarization : A prototype system and its evaluation
Chin-Yew Lin and et al · 2002
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Summarizing scientific articles: Experiments with relevance and rhetorical status
Simone Teufel and Marc Moens · 2002
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Hedge trimmer: A parse-and-trim approach to headline generation
Bonnie J. Dorr and et al · 2003
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ROUGE: A package for automatic evaluation of summaries
Chin-Yew Lin · 2004
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Centroid-based summarization of multiple documents
Dragomir R. Radev and et al · 2004
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Sentence fusion for multidocument news summarization
Regina Barzilay and Kathleen McKeown · 2005
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Textrunner: Open information extraction on the web
Alexander Yates and et al · 2007
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A scalable mmr approach to sentence scoring for multi-document update summarization
Florian Boudin and et al · 2008
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Overview of the tac 2008 update summarization task
Hoa Trang Dang and Karolina Owczarzak · 2008
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Dependency tree based sentence compression
Katja Filippova and et al · 2008
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Comments-oriented document summarization: understanding documents with readers’ feedback
Meishan Hu, Aixin Sun, and Ee-Peng Lim · 2008
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Extractive summarization using supervised and semi-supervised learning
Kam-Fai Wong and et al · 2008
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Sentence compression as tree transduction
Trevor Cohn and Mirella Lapata · 2009
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A scalable global model for summarization
Dan Gillick and et al · 2009
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Syntax-driven sentence revision for broadcast news summarization
Hideki Tanaka and et al · 2009
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Multi-document summarization via budgeted maximization of submodular functions
Hui Lin and et al · 2010
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Timeline generation through evolutionary trans-temporal summarization
Rui Yan, Liang Kong, Congrui Huang, Xiaojun Wan, Xiaoming Li, and Yan Zhang · 2011
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Evolutionary timeline summarization: a balanced optimization framework via iterative substitution
Rui Yan, Xiaojun Wan, Jahna Otterbacher, Liang Kong, Xiaoming Li, and Yan Zhang · 2011
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Dualsum: a topic-model based approach for update summarization
Jean-Yves Delort and Enrique Alfonseca · 2012
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Multi-document summarization via submodularity
Jingxuan Li and et al · 2012
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Visualizing timelines: Evolutionary summarization via iterative reinforcement between text and image streams
Rui Yan, Xiaojun Wan, Mirella Lapata, Wayne Xin Zhao, Pu-Jen Cheng, and Xiaoming Li · 2012
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Using supervised bigram-based ilp for extractive summarization
Chen Li and et al · 2013
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A discourse-driven content model for summarising scientific articles evaluated in a complex question answering task
Maria Liakata, Simon Dobnik, Shyamasree Saha, Colin R. Batchelor, and Dietrich Rebholz-Schuhmann · 2013
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Subtree extractive summarization via submodular maximization
Hajime Morita and et al · 2013
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Fast joint compression and summarization via graph cuts
Xian Qian and et al · 2013
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Personalized time-aware tweets summarization
Zhaochun Ren, Shangsong Liang, Edgar Meij, and Maarten de Rijke · 2013
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Domain-independent abstract generation for focused meeting summarization
Lu Wang and Claire Cardie · 2013
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A sentence compression based framework to query-focused multi-document summarization
Lu Wang and et al · 2013
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Timeline generation with social attention
Xin Wayne Zhao, Yanwei Guo, Rui Yan, Yulan He, and Xiaoming Li · 2013
Cited alongside, same era.
Generative adversarial nets
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Cited alongside, same era.
A repository of state of the art and competitive baseline summaries for generic news summarization
Kai Hong and et al · 2014
Cited alongside, same era.
Single document summarization based on nested tree structure
Yuta Kikuchi and et al · 2014
Cited alongside, same era.
Query-focused multi-document summarization: Combining a topic model with graph-based semi-supervised learning
Yanran Li and Sujian Li · 2014
Cited alongside, same era.
A template-based abstractive meeting summarization: Leveraging summary and source text relationships
Multi-modal sentence summarization with modality attention and image filtering
Haoran Li, Junnan Zhu, Tianshang Liu, Jiajun Zhang, and Chengqing Zong · 2018
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Generative adversarial network for abstractive text summarization
Linqing Liu and et al · 2018
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Generating wikipedia by summarizing long sequences
Peter J. Liu and et al · 2018
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Ranking sentences for extractive summarization with reinforcement learning
Shashi Narayan and et al · 2018
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A deep reinforced model for abstractive summarization
Romain Paulus and et al · 2018
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Unsupervised abstractive meeting summarization with multi-sentence compression and budgeted submodular maximization
Guokan Shang and et al · 2018
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Tatsuro Oya, Yashar Mehdad, Giuseppe Carenini, and Raymond T. Ng · 2014
Cited alongside, same era.
Sequence to sequence learning with neural networks
Ilya Sutskever, Oriol Vinyals, and Quoc V. Le · 2014
Cited alongside, same era.
Multi-document abstractive summarization using ilp based multi-sentence compression
Siddhartha Banerjee and et al · 2015
Cited alongside, same era.
Pointing the unknown words
Caglar Gulcehre and et al · 2015
Cited alongside, same era.
Reader-aware multi-document summarization via sparse coding
Piji Li, Lidong Bing, Wai Lam, Huang Li, and Yi Liao · 2015
Cited alongside, same era.
Neural summarization by extracting sentences and words
Jianpeng Cheng and Mirella Lapata · 2016
Cited alongside, same era.
News stream summarization using burst information networks
Tao Ge and et al · 2016
Cited alongside, same era.
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Learning towards effective responses with multi-head attention mechanism
Chongyang Tao, Shen Gao, Mingyue Shang, Wei Wu, Dongyan Zhao, and Rui Yan · 2018
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A reinforced topic-aware convolutional sequence-to-sequence model for abstractive text summarization
Li Wang and et al · 2018
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Learning to extract coherent summary via deep reinforcement learning
Yuxiang Wu and Baotian Hu · 2018
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Neural document summarization by jointly learning to score and select sentences
Qingyu Zhou and et al · 2018
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Msmo: Multimodal summarization with multimodal output
Junnan Zhu, Haoran Li, Tianshang Liu, Yu Zhou, Jiajun Zhang, and Chengqing Zong · 2018
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Learning towards abstractive timeline summarization
Xiuying Chen, Zhangming Chan, Shen Gao, Meng-Hsuan Yu, Dongyan Zhao, and Rui Yan · 2019
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Abstractive summarization of spoken and written conversation
Prakhar Ganesh and Saket Dingliwal · 2019
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How to write summaries with patterns? learning towards abstractive summarization through prototype editing
Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, and Rui Yan · 2019
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Abstractive text summarization by incorporating reader comments
Shen Gao, Xiuying Chen, Piji Li, Zhaochun Ren, Lidong Bing, Dongyan Zhao, and Rui Yan · 2019
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Product-aware answer generation in e-commerce question-answering
Shen Gao, Zhaochun Ren, Yihong Zhao, Dongyan Zhao, Dawei Yin, and Rui Yan · 2019
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Samsum corpus: A human-annotated dialogue dataset for abstractive summarization
Bogdan Gliwa and et al · 2019
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Keep meeting summaries on topic: Abstractive multi-modal meeting summarization
Manling Li and et al · 2019
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Read, watch, listen, and summarize: Multi-modal summarization for asynchronous text, image, audio and video
H. Li, J. Zhu, C. Ma, J. Zhang, and C. Zong · 2019
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Learning to write stories with thematic consistency and wording novelty
Juntao Li, Lidong Bing, Lisong Qiu, Dongmin Chen, Dongyan Zhao, and Rui Yan · 2019
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Automatic dialogue summary generation for customer service
Chunyi Liu and et al · 2019
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Text summarization with pretrained encoders
Yang Liu and Mirella Lapata · 2019
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Multimodal abstractive summarization for how2 videos
Shruti Palaskar, Jindřich Libovický, Spandana Gella, and Florian Metze · 2019
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Are training samples correlated? learning to generate dialogue responses with multiple references
Lisong Qiu, Juntao Li, Wei Bi, Dongyan Zhao, and Rui Yan · 2019
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Bigpatent: A large-scale dataset for abstractive and coherent summarization
Eva Sharma, Chen Li, and Lu Wang · 2019
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Biset: Bi-directional selective encoding with template for abstractive summarization
Kai Wang, Xiaojun Quan, and Rui Wang · 2019
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Extractive summarization of long documents by combining global and local context
Wen Xiao and Giuseppe Carenini · 2019
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Hibert: Document level pre-training of hierarchical bidirectional transformers for document summarization
Xingxing Zhang, Furu Wei, and Ming Zhou · 2019
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Learning to respond with stickers: A framework of unifying multi-modality in multi-turn dialog
Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, Rui Yan, Shen Gao, Xiuying Chen, Chang Liu, Li Liu, Dongyan Zhao, and Rui Yan · 2020
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