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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 / 692 papers shown

Title
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 90 130 0 22 Mar 2019
Recent advances in conversational NLP : Towards the standardization of Chatbot building Maali Mnasri 41 30 0 21 Mar 2019
Selective Attention for Context-aware Neural Machine Translation Sameen Maruf André F. T. Martins Gholamreza Haffari 80 176 0 21 Mar 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 90 127 0 17 Mar 2019
Mean Field Analysis of Deep Neural Networks Justin A. Sirignano K. Spiliopoulos 105 82 0 11 Mar 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 75 41 0 06 Mar 2019
An Editorial Network for Enhanced Document Summarization E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 46 12 0 27 Feb 2019
Strategies for Structuring Story Generation Angela Fan M. Lewis Yann N. Dauphin 111 216 0 04 Feb 2019
Neural Extractive Text Summarization with Syntactic Compression Jiacheng Xu Greg Durrett 96 136 0 03 Feb 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 114 611 0 29 Jan 2019
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism Yongzhen Wang Xiaozhong Liu Zheng Gao AI4TS 57 23 0 28 Jan 2019
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach Chuan Qin Hengshu Zhu Tong Xu Chen Zhu Liang Jiang Enhong Chen Hui Xiong 63 167 0 21 Dec 2018
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 78 193 0 11 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 127 234 0 05 Dec 2018
LSICC: A Large Scale Informal Chinese Corpus Jianyu Zhao Zhuoran Ji 37 3 0 26 Nov 2018
Deep Learning Inference in Facebook Data Centers: Characterization, Performance Optimizations and Hardware Implications Jongsoo Park Maxim Naumov Protonu Basu Summer Deng Aravind Kalaiah ... Lin Qiao Vijay Rao Nadav Rotem S. Yoo M. Smelyanskiy FedML GNN BDL 91 187 0 24 Nov 2018
Long Short-Term Memory with Dynamic Skip Connections Tao Gui Qi Zhang Lujun Zhao Y. Lin Minlong Peng Jingjing Gong Xuanjing Huang 80 27 0 09 Nov 2018
Structured Neural Summarization Patrick Fernandes Miltiadis Allamanis Marc Brockschmidt GNN 93 212 0 05 Nov 2018
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks Byeongchang Kim Hyunwoo J. Kim Gunhee Kim 86 185 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 101 292 0 01 Nov 2018
Dial2Desc: End-to-end Dialogue Description Generation Haojie Pan Junpei Zhou Zhou Zhao Yan Liu Deng Cai Min Yang VLM 50 14 0 01 Nov 2018
Extractive Summarization of EHR Discharge Notes Emily Alsentzer Anne Kim 77 25 0 26 Oct 2018
Abstractive Summarization Using Attentive Neural Techniques Jacob Krantz Jugal Kalita AIMat 29 11 0 20 Oct 2018
WikiHow: A Large Scale Text Summarization Dataset Mahnaz Koupaee William Yang Wang 88 295 0 18 Oct 2018
Robust Neural Abstractive Summarization Systems and Evaluation against Adversarial Information Lisa Fan Dong Yu Lu Wang AAML 62 20 0 14 Oct 2018
MeanSum: A Neural Model for Unsupervised Multi-document Abstractive Summarization Eric Chu Peter J. Liu 70 19 0 12 Oct 2018
IndoSum: A New Benchmark Dataset for Indonesian Text Summarization Kemal Kurniawan Samuel Louvan 93 67 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 86 71 0 10 Oct 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks Yau-Shian Wang Hung-yi Lee 70 65 0 05 Oct 2018
Iterative Document Representation Learning Towards Summarization with Polishing Preslav Nakov Shen Gao Chongyang Tao Yan Song Dongyan Zhao Rui Yan 82 41 0 27 Sep 2018
BanditSum: Extractive Summarization as a Contextual Bandit Yue Dong Songlin Yang Eric Crawford H. V. Hoof Jackie C.K. Cheung 67 181 0 25 Sep 2018
Text Summarization as Tree Transduction by Top-Down TreeLSTM D. Bacciu A. Bruno 22 4 0 24 Sep 2018
Bidirectional Attentional Encoder-Decoder Model and Bidirectional Beam Search for Abstractive Summarization Kamal Al-Sabahi Zuping Zhang Kang Yang AIMat 73 22 0 18 Sep 2018
Learning to Summarize Radiology Findings Yuhao Zhang D. Ding Tianpei Qian Christopher D. Manning C. Langlotz MedIm 66 128 0 12 Sep 2018
Unsupervised Sentence Compression using Denoising Auto-Encoders Thibault Févry Jason Phang 62 71 0 07 Sep 2018
Neural Generation of Diverse Questions using Answer Focus, Contextual and Linguistic Features Vrindavan Harrison M. Walker AIMat 61 50 0 07 Sep 2018
Improving Neural Question Generation using Answer Separation Yanghoon Kim Hwanhee Lee Joongbo Shin Kyomin Jung 97 170 0 07 Sep 2018
Why are Sequence-to-Sequence Models So Dull? Understanding the Low-Diversity Problem of Chatbots Shaojie Jiang Maarten de Rijke 127 44 0 06 Sep 2018
Bottom-Up Abstractive Summarization Sebastian Gehrmann Yuntian Deng Alexander M. Rush CVBM 196 689 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 104 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 196 1,688 0 27 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 77 147 0 23 Aug 2018
Neural Latent Extractive Document Summarization Xingxing Zhang Mirella Lapata Furu Wei M. Zhou 68 156 0 22 Aug 2018
Multi-Source Pointer Network for Product Title Summarization Fei Sun Peng Jiang Hanxiao Sun Changhua Pei Wenwu Ou Xiaobo Wang 77 47 0 21 Aug 2018
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 58 157 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 77 19 0 13 Aug 2018
News Article Teaser Tweets and How to Generate Them Sanjeev Kumar Karn Mark Buckley Ulli Waltinger Hinrich Schütze VLM 57 2 0 30 Jul 2018
Variational Memory Encoder-Decoder Hung Le T. Tran Thin Nguyen Svetha Venkatesh VLM DRL 85 33 0 26 Jul 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 60 60 0 20 Jul 2018
Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings Kamal Al-Sabahi Zuping Zhang Kang Yang 25 9 0 08 Jul 2018