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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,162 papers shown

Title
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 419 578 0 23 Feb 2018
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions Hai Ye Xin Jiang Zhunchen Luo Wen-Han Chao 150 138 0 23 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 272 303 0 06 Feb 2018
Diverse Beam Search for Increased Novelty in Abstractive Summarization André Cibils C. Musat Andreea Hossmann Michael Baeriswyl 130 10 0 05 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 199 31 0 01 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 416 844 0 30 Jan 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 209 101 0 23 Jan 2018
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli Eri Matsuo Ichiro Kobayashi Shinji Nishimoto S. Nishida H. Asoh 109 16 0 19 Jan 2018
Source-side Prediction for Neural Headline Generation Shun Kiyono Sho Takase Jun Suzuki Naoaki Okazaki Kentaro Inui Masaaki Nagata 111 9 0 22 Dec 2017
Query-Based Abstractive Summarization Using Neural Networks Johan Hasselqvist Niklas Helmertz Mikael Kågebäck 137 44 0 17 Dec 2017
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 208 267 0 14 Dec 2017
Generative Adversarial Network for Abstractive Text Summarization Linqing Liu Yao Lu Min Yang Qiang Qu Jia Zhu Hongyan Li GAN 113 175 0 26 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 182 318 0 14 Nov 2017
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 224 381 0 13 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 339 223 0 01 Nov 2017
Summarizing Dialogic Arguments from Social Media Amita Misra Shereen Oraby Shubhangi Tandon S. SharathT. P. Anand M. Walker 106 6 0 31 Oct 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 95 3 0 31 Oct 2017
Multi-Document Summarization using Distributed Bag-of-Words Model Kaustubh Mani Ishan Verma Hardik Meisheri Lipika Dey 123 18 0 07 Oct 2017
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Shuming Ma Xu Sun 130 31 0 06 Oct 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 200 43 0 02 Oct 2017
Efficient and Effective Single-Document Summarizations and A Word-Embedding Measurement of Quality Liqun Shao Huatian Zhang Ming Jia Jie Wang 143 11 0 01 Oct 2017
Generating Sentences by Editing Prototypes Kelvin Guu Tatsunori B. Hashimoto Yonatan Oren Abigail Z. Jacobs 307 318 0 26 Sep 2017
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization Wei Zhang Bowen Zhou 141 15 0 19 Sep 2017
Sequence to Sequence Learning for Event Prediction Dai Quoc Nguyen Dat Quoc Nguyen C. Chu Stefan Thater Manfred Pinkal 151 26 0 18 Sep 2017
Deconvolutional Paragraph Representation LearningNeural Information Processing Systems (NeurIPS), 2017 Yizhe Zhang Dinghan Shen Guoyin Wang Zhe Gan Ricardo Henao Lawrence Carin SSL AI4TS 191 78 0 16 Aug 2017
Learning to Attend, Copy, and Generate for Session-Based Query SuggestionInternational Conference on Information and Knowledge Management (CIKM), 2017 Mostafa Dehghani S. Rothe Enrique Alfonseca P. Fleury 3DV 154 116 0 11 Aug 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 171 215 0 02 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 551 931 0 01 Aug 2017
Low-Resource Neural Headline Generation Ottokar Tilk Tanel Alumäe VLM 118 13 0 31 Jul 2017
Self-organized Hierarchical Softmax Songlin Yang Shawn Tan C. Pal Aaron Courville BDL 163 7 0 26 Jul 2017
Video Highlight Prediction Using Audience Chat Reactions Cheng-Yang Fu Joon Lee Joey Tianyi Zhou Alexander C. Berg 127 38 0 26 Jul 2017
A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization Xinyu Hua Lu Wang 159 26 0 21 Jul 2017
Language Transfer of Audio Word2Vec: Learning Audio Segment Representations without Target Language Data Chia-Hao Shen Janet Y. Sung Hung-yi Lee 97 5 0 19 Jul 2017
Graph-based Neural Multi-Document Summarization Michihiro Yasunaga Rui Zhang Kshitijh Meelu Ayush Pareek K. Srinivasan Dragomir R. Radev BDL 181 273 0 20 Jun 2017
A Supervised Approach to Extractive Summarisation of Scientific PapersConference on Computational Natural Language Learning (CoNLL), 2017 Edward Collins Isabelle Augenstein Sebastian Riedel 137 101 0 13 Jun 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Shuming Ma Xu Sun Jingjing Xu Houfeng Wang Wenjie Li Qi Su 111 77 0 08 Jun 2017
Text Summarization using Abstract Meaning Representation Shibhansh Dohare H. Karnick Vivek Gupta AIMat 148 62 0 06 Jun 2017
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder NetworksConference on Computational Natural Language Learning (CoNLL), 2017 Van-Khanh Tran Le-Minh Nguyen 328 41 0 01 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 450 1,619 0 11 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 569 3,455 0 08 May 2017
Diversity driven Attention Model for Query-based Abstractive Summarization Preksha Nema Mitesh Khapra Anirban Laha Balaraman Ravindran 156 173 0 26 Apr 2017
Selective Encoding for Abstractive Sentence Summarization Qingyu Zhou Nan Yang Furu Wei M. Zhou CVBM 179 265 0 24 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 186 126 0 23 Apr 2017
Neural Extractive Summarization with Side Information Shashi Narayan Nikos Papasarantopoulos Shay B. Cohen Mirella Lapata 255 76 0 14 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 948 4,260 0 14 Apr 2017
Neural Question Generation from Text: A Preliminary Study Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao M. Zhou 234 363 0 06 Apr 2017
Online and Linear-Time Attention by Enforcing Monotonic Alignments Colin Raffel Minh-Thang Luong Peter J. Liu Ron J. Weiss Douglas Eck 247 271 0 03 Apr 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 272 537 0 11 Mar 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 141 61 0 23 Jan 2017
Neural Models for Sequence ChunkingAAAI Conference on Artificial Intelligence (AAAI), 2017 Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 170 128 0 15 Jan 2017