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 / 1,103 papers shown

Title
Query-Based Abstractive Summarization Using Neural Networks Johan Hasselqvist Niklas Helmertz Mikael Kågebäck 30 43 0 17 Dec 2017
Monotonic Chunkwise Attention Chung-Cheng Chiu Colin Raffel 26 254 0 14 Dec 2017
Generative Adversarial Network for Abstractive Text Summarization Linqing Liu Yao Lu Min Yang Qiang Qu Jia Zhu Hongyan Li GAN 35 168 0 26 Nov 2017
Controllable Abstractive Summarization Angela Fan David Grangier Michael Auli 36 306 0 14 Nov 2017
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 47 369 0 13 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 18 213 0 01 Nov 2017
Summarizing Dialogic Arguments from Social Media Amita Misra Shereen Oraby Shubhangi Tandon S. SharathT. P. Anand M. Walker 33 5 0 31 Oct 2017
Improving Social Media Text Summarization by Learning Sentence Weight Distribution Jingjing Xu 22 3 0 31 Oct 2017
Multi-Document Summarization using Distributed Bag-of-Words Model Kaustubh Mani Ishan Verma Hardik Meisheri Lipika Dey 22 18 0 07 Oct 2017
A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification Shuming Ma Xu Sun 24 30 0 06 Oct 2017
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin Hinrich Schütze 33 41 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 29 11 0 01 Oct 2017
Generating Sentences by Editing Prototypes Kelvin Guu Tatsunori B. Hashimoto Yonatan Oren Percy Liang 30 316 0 26 Sep 2017
Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization Wei Zhang Bowen Zhou 22 12 0 19 Sep 2017
Sequence to Sequence Learning for Event Prediction Dai Quoc Nguyen Dat Quoc Nguyen C. Chu Stefan Thater Manfred Pinkal 58 24 0 18 Sep 2017
Deconvolutional Paragraph Representation Learning Yizhe Zhang Dinghan Shen Guoyin Wang Zhe Gan Ricardo Henao Lawrence Carin SSL AI4TS 17 76 0 16 Aug 2017
Learning to Attend, Copy, and Generate for Session-Based Query Suggestion Mostafa Dehghani S. Rothe Enrique Alfonseca P. Fleury 3DV 21 113 0 11 Aug 2017
Deep Recurrent Generative Decoder for Abstractive Text Summarization Piji Li Wai Lam Lidong Bing Zihao Wang BDL DRL 19 211 0 02 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 62 907 0 01 Aug 2017
Low-Resource Neural Headline Generation Ottokar Tilk Tanel Alumäe VLM 30 13 0 31 Jul 2017
Self-organized Hierarchical Softmax Songlin Yang Shawn Tan C. Pal Aaron Courville BDL 38 7 0 26 Jul 2017
Video Highlight Prediction Using Audience Chat Reactions Cheng-Yang Fu Joon Lee Joey Tianyi Zhou Alexander C. Berg 19 34 0 26 Jul 2017
A Pilot Study of Domain Adaptation Effect for Neural Abstractive Summarization Xinyu Hua Lu Wang 24 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 24 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 19 255 0 20 Jun 2017
A Supervised Approach to Extractive Summarisation of Scientific Papers Edward Collins Isabelle Augenstein Sebastian Riedel 16 99 0 13 Jun 2017
Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization Shuming Ma Xu Sun Jingjing Xu Houfeng Wang Wenjie Li Qi Su 13 75 0 08 Jun 2017
Text Summarization using Abstract Meaning Representation Shibhansh Dohare H. Karnick Vivek Gupta AIMat 19 57 0 06 Jun 2017
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks Van-Khanh Tran Le-Minh Nguyen 39 41 0 01 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 41 1,548 0 11 May 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 61 3,266 0 08 May 2017
Diversity driven Attention Model for Query-based Abstractive Summarization Preksha Nema Mitesh Khapra Anirban Laha Balaraman Ravindran 29 170 0 26 Apr 2017
Selective Encoding for Abstractive Sentence Summarization Qingyu Zhou Nan Yang Furu Wei M. Zhou CVBM 18 259 0 24 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Neural Extractive Summarization with Side Information Shashi Narayan Nikos Papasarantopoulos Shay B. Cohen Mirella Lapata 16 74 0 14 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 55 3,983 0 14 Apr 2017
Neural Question Generation from Text: A Preliminary Study Qingyu Zhou Nan Yang Furu Wei Chuanqi Tan Hangbo Bao M. Zhou 22 334 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 29 255 0 03 Apr 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 29 516 0 11 Mar 2017
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 34 58 0 23 Jan 2017
Neural Models for Sequence Chunking Feifei Zhai Saloni Potdar Bing Xiang Bowen Zhou 30 125 0 15 Jan 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization Jun Suzuki Masaaki Nagata 30 76 0 31 Dec 2016
Joint Copying and Restricted Generation for Paraphrase Ziqiang Cao Chuwei Luo Wenjie Li Sujian Li 27 90 0 28 Nov 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 33 239 0 25 Nov 2016
Classify or Select: Neural Architectures for Extractive Document Summarization Ramesh Nallapati Bowen Zhou Mingbo Ma 23 92 0 14 Nov 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016
Efficient Summarization with Read-Again and Copy Mechanism Wenyuan Zeng Wenjie Luo Sanja Fidler R. Urtasun 21 101 0 10 Nov 2016
Unsupervised Pretraining for Sequence to Sequence Learning Prajit Ramachandran Peter J. Liu Quoc V. Le SSL AIMat 32 281 0 08 Nov 2016
Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling Hakan Inan Khashayar Khosravi R. Socher 43 382 0 04 Nov 2016