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 / 1,102 papers shown

Title
DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization Paramanand Chandramouli Chen Liang Lei Hou C. Bruschini Zhiyuan Liu Hanwang Zhang AI4TS 6 29 0 06 Nov 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 19 212 0 05 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 12 181 0 02 Nov 2018
How2: A Large-scale Dataset for Multimodal Language Understanding Ramon Sanabria Ozan Caglayan Shruti Palaskar Desmond Elliott Loïc Barrault Lucia Specia Florian Metze VGen MLLM 13 286 0 01 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 13 14 0 01 Nov 2018
Extractive Summarization of EHR Discharge Notes Emily Alsentzer Anne Kim 6 25 0 26 Oct 2018
Abstractive Summarization Using Attentive Neural Techniques Jacob Krantz Jugal Kalita AIMat 19 11 0 20 Oct 2018
WikiHow: A Large Scale Text Summarization Dataset Mahnaz Koupaee William Yang Wang 4 284 0 18 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018
Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information Lisa Fan Dong Yu Lu Wang AAML 9 20 0 14 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 18 19 0 12 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 20 66 0 12 Oct 2018
End-to-End Content and Plan Selection for Data-to-Text Generation Sebastian Gehrmann Falcon Z. Dai H. Elder Alexander M. Rush 18 70 0 10 Oct 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 21 64 0 05 Oct 2018
The Rule of Three: Abstractive Text Summarization in Three Bullet Points Tomonori Kodaira Mamoru Komachi 22 4 0 28 Sep 2018
Iterative Document Representation Learning Towards Summarization with Polishing Xiuying Chen Shen Gao Chongyang Tao Yan Song Dongyan Zhao Rui Yan 17 41 0 27 Sep 2018
BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong Yikang Shen Eric Crawford H. V. Hoof Jackie C.K. Cheung 24 181 0 25 Sep 2018
Text Summarization as Tree Transduction by Top-Down TreeLSTM D. Bacciu A. Bruno 9 4 0 24 Sep 2018
Building Context-aware Clause Representations for Situation Entity Type Classification Zeyu Dai Ruihong Huang 27 8 0 20 Sep 2018
Latent Topic Conversational Models Tsung-Hsien Wen Minh-Thang Luong BDL 16 4 0 19 Sep 2018
Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization Kamal Al-Sabahi Zuping Zhang Kang Yang AIMat 50 22 0 18 Sep 2018
Learning to Summarize Radiology Findings Yuhao Zhang D. Ding Tianpei Qian Christopher D. Manning C. Langlotz MedIm 11 127 0 12 Sep 2018
Closed-Book Training to Improve Summarization Encoder Memory Yichen Jiang Joey Tianyi Zhou RALM 29 28 0 12 Sep 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 11 71 0 07 Sep 2018
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 9 50 0 07 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 22 169 0 07 Sep 2018
Dual Ask-Answer Network for Machine Reading Comprehension Hang Xiao Feng Wang Jianfeng Yan Jingyao Zheng 16 8 0 06 Sep 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots Shaojie Jiang Maarten de Rijke 16 43 0 06 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 22 687 0 31 Aug 2018
Why Do Neural Response Generation Models Prefer Universal Replies? Bowen Wu Nan Jiang Zhifeng Gao Mengyuan Li Zongsheng Wang Suke Li Qihang Feng Wenge Rong Baoxun Wang 24 8 0 28 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 6 1,620 0 27 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 16 147 0 23 Aug 2018
Neural Latent Extractive Document Summarization Xingxing Zhang Mirella Lapata Furu Wei M. Zhou 9 155 0 22 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 29 47 0 21 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 22 156 0 19 Aug 2018
Language Style Transfer from Sentences with Arbitrary Unknown Styles Yanpeng Zhao Wei Bi Deng Cai Xiaojiang Liu Kewei Tu Shuming Shi 16 19 0 13 Aug 2018
Abstractive Summarization Improved by WordNet-based Extractive Sentences Niantao Xie Sujian Li Huiling Ren Qibin Zhai 28 1 0 04 Aug 2018
News Article Teaser Tweets and How to Generate Them Sanjeev Kumar Karn Mark Buckley Ulli Waltinger Hinrich Schütze VLM 19 2 0 30 Jul 2018
Variational Memory Encoder-Decoder Hung Le T. Tran Thin Nguyen Svetha Venkatesh VLM DRL 15 32 0 26 Jul 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 27 60 0 20 Jul 2018
Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings Kamal Al-Sabahi Zuping Zhang Kang Yang 11 9 0 08 Jul 2018
Neural Document Summarization by Jointly Learning to Score and Select Sentences Qingyu Zhou Nan Yang Furu Wei Shaohan Huang M. Zhou T. Zhao 20 320 0 06 Jul 2018
Sequential Copying Networks Qingyu Zhou Nan Yang Furu Wei M. Zhou 25 48 0 06 Jul 2018
The price of debiasing automatic metrics in natural language evaluation Arun Tejasvi Chaganty Stephen Mussmann Percy Liang 11 113 0 06 Jul 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 25 640 0 20 Jun 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 33 76 0 14 Jun 2018
Abstract Meaning Representation for Multi-Document Summarization Kexin Liao Logan Lebanoff Fei Liu 17 105 0 14 Jun 2018
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 22 36 0 14 Jun 2018
Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke Konrad Zolna Alessandro Sordoni Zhouhan Lin Adam Trischler Yoshua Bengio Joelle Pineau Laurent Charlin C. Pal AIMat 19 25 0 12 Jun 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou T. Zhao LMTD 21 98 0 29 May 2018