Guiding Extractive Summarization with Question-Answering Rewards

4 April 2019

Papers citing "Guiding Extractive Summarization with Question-Answering Rewards"

31 / 31 papers shown

Title
Content Selection in Deep Learning Models of Summarization Chris Kedzie Kathleen McKeown Hal Daumé BDL MedIm 127 148 0 29 Oct 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 165 689 0 31 Aug 2018
Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 149 1,684 0 27 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 46 157 0 19 Aug 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences Qingyu Zhou Nan Yang Furu Wei Shaohan Huang M. Zhou Tiejun Zhao 149 322 0 06 Jul 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 80 76 0 14 Jun 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 56 135 0 28 May 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 40 31 0 25 May 2018
Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks Sansiri Tarnpradab Fei Liu K. Hua 59 33 0 25 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 58 297 0 12 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 93 558 0 30 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 46 170 0 19 Apr 2018
Deep Communicating Agents for Abstractive Summarization Asli Celikyilmaz Antoine Bosselut Xiaodong He Yejin Choi AI4CE 75 307 0 27 Mar 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 171 550 0 23 Feb 2018
Faithful to the Original: Fact Aware Neural Abstractive Summarization Ziqiang Cao Furu Wei Wenjie Li Sujian Li HILM 104 371 0 13 Nov 2017
Neural Natural Language Inference Models Enhanced with External Knowledge Qian Chen Xiao-Dan Zhu Zhenhua Ling Diana Inkpen Si Wei 75 217 0 12 Nov 2017
Graph-based Neural Multi-Document Summarization Michihiro Yasunaga Rui Zhang Kshitijh Meelu Ayush Pareek K. Srinivasan Dragomir R. Radev BDL 71 258 0 20 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 789 132,454 0 12 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 206 1,559 0 11 May 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 311 4,026 0 14 Apr 2017
Improving Multi-Document Summarization via Text Classification Ziqiang Cao Wenjie Li Sujian Li Furu Wei 59 104 0 28 Nov 2016
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 360 1,265 0 14 Nov 2016
Distraction-Based Neural Networks for Document Summarization Qian Chen Xiao-Dan Zhu Zhenhua Ling Si Wei Hui Jiang 66 59 0 26 Oct 2016
A Sentence Compression Based Framework to Query-Focused Multi-Document Summarization Lu Wang Hema Raghavan Vittorio Castelli Radu Florian Claire Cardie 46 112 0 24 Jun 2016
Rationalizing Neural Predictions Tao Lei Regina Barzilay Tommi Jaakkola 129 812 0 13 Jun 2016
A Thorough Examination of the CNN/Daily Mail Reading Comprehension Task Danqi Chen Jason Bolton Christopher D. Manning ELM 85 571 0 09 Jun 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 73 810 0 23 Mar 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
Natural Language Inference by Tree-Based Convolution and Heuristic Matching Lili Mou Rui Men Ge Li Yan Xu Lu Zhang Rui Yan Zhi Jin 77 353 0 28 Dec 2015
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 353 3,553 0 10 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,364 0 22 Dec 2014