Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review

13 October 2023

Papers citing "Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review"

27 / 77 papers shown

Title
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 188 584 0 28 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 93 559 0 30 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 491 763 0 16 Apr 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 173 550 0 23 Feb 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 216 801 0 30 Jan 2018
Query-Based Abstractive Summarization Using Neural Networks Johan Hasselqvist Niklas Helmertz Mikael Kågebäck 54 43 0 17 Dec 2017
Generative Adversarial Network for Abstractive Text Summarization Linqing Liu Yao Lu Min Yang Qiang Qu Jia Zhu Hongyan Li GAN 66 169 0 26 Nov 2017
Learning to Compare: Relation Network for Few-Shot Learning Flood Sung Yongxin Yang Li Zhang Tao Xiang Philip Torr Timothy M. Hospedales 311 4,054 0 16 Nov 2017
Text Summarization Techniques: A Brief Survey M. Allahyari Seyedamin Pouriyeh Mehdi Assefi S. Safaei Elizabeth D. Trippe Juan B. Gutierrez K. Kochut CVBM 89 514 0 07 Jul 2017
Zero-Shot Learning -- A Comprehensive Evaluation of the Good, the Bad and the Ugly Yongqin Xian Christoph H. Lampert Bernt Schiele Zeynep Akata VLM 172 1,570 0 03 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 208 1,559 0 11 May 2017
Diversity driven Attention Model for Query-based Abstractive Summarization Preksha Nema Mitesh Khapra Anirban Laha Balaraman Ravindran 79 169 0 26 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,029 0 14 Apr 2017
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 363 1,265 0 14 Nov 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 191 10,924 0 03 Jul 2016
Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond Ramesh Nallapati Bowen Zhou Cicero Nogueira dos Santos Çağlar Gülçehre Bing Xiang AIMat 281 2,567 0 19 Feb 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 180 574 0 10 Feb 2016
A Neural Attention Model for Abstractive Sentence Summarization Alexander M. Rush S. Chopra Jason Weston CVBM 186 2,702 0 02 Sep 2015
CIDEr: Consensus-based Image Description Evaluation Ramakrishna Vedantam C. L. Zitnick Devi Parikh 306 4,511 0 20 Nov 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 448 20,606 0 10 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.1K 23,396 0 03 Jun 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 263 9,809 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,573 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,553 0 16 Jan 2013
LexRank: Graph-based Lexical Centrality as Salience in Text Summarization Günes Erkan Dragomir R. Radev 217 3,098 0 09 Sep 2011
Bayesian Query-Focused Summarization Hal Daumé RALM 95 285 0 10 Jul 2009