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
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 23 377 0 16 May 2019
Ontology-Aware Clinical Abstractive Summarization Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 13 81 0 14 May 2019
Towards Content Transfer through Grounded Text Generation Shrimai Prabhumoye Chris Quirk Michel Galley 25 21 0 13 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 15 18 0 10 May 2019
AI-Powered Text Generation for Harmonious Human-Machine Interaction: Current State and Future Directions Qiuyun Zhang Bin Guo Hao Wang Yunji Liang Shaoyang Hao Zhiwen Yu 15 6 0 01 May 2019
One-Shot Learning for Text-to-SQL Generation Dongjun Lee Jaesik Yoon Jongyun Song Sang-gil Lee Sungroh Yoon LMTD 12 13 0 26 Apr 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 16 3,073 0 22 Apr 2019
Point-less: More Abstractive Summarization with Pointer-Generator Networks Freek Boutkan Jorn Ranzijn David Rau E. V. D. Wel 24 6 0 18 Apr 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 13 1,117 0 18 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 6 10 0 15 Apr 2019
Adapting Sequence to Sequence models for Text Normalization in Social Media Ismini Lourentzou Kabir Manghnani ChengXiang Zhai 8 34 0 12 Apr 2019
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation Ori Shapira David Gabay Yang Gao H. Ronen Ramakanth Pasunuru Joey Tianyi Zhou Yael Amsterdamer Ido Dagan 11 60 0 11 Apr 2019
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression Christos Baziotis Ion Androutsopoulos Ioannis Konstas Alexandros Potamianos 22 83 0 07 Apr 2019
Improving Scientific Article Visibility by Neural Title Simplification Alexander Shvets 22 3 0 05 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 30 639 0 05 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 14 222 0 04 Apr 2019
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification Reno Kriz João Sedoc Marianna Apidianaki Carolina Zheng G. Kumar E. Miltsakaki Chris Callison-Burch 21 67 0 04 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 13 110 0 04 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 36 52 0 03 Apr 2019
Pragmatically Informative Text Generation Sheng Shen Daniel Fried Jacob Andreas Dan Klein 21 65 0 02 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 23 3,124 0 01 Apr 2019
Automatic text summarization: What has been done and what has to be done Abdelkrime Aries D. Zegour Walid-Khaled Hidouci 15 24 0 01 Apr 2019
Keyphrase Generation: A Text Summarization Struggle Erion Çano Ondrej Bojar 14 23 0 29 Mar 2019
Towards Knowledge-Based Personalized Product Description Generation in E-commerce Qibin Chen Junyang Lin Yichang Zhang Hongxia Yang Jingren Zhou Jie Tang 10 96 0 29 Mar 2019
A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation Yuta Hitomi Yuya Taguchi Hideaki Tamori Ko Kikuta Jiro Nishitoba Naoaki Okazaki Kentaro Inui Manabu Okumura 31 9 0 28 Mar 2019
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 19 129 0 22 Mar 2019
Recent advances in conversational NLP : Towards the standardization of Chatbot building Maali Mnasri 6 30 0 21 Mar 2019
Selective Attention for Context-aware Neural Machine Translation Sameen Maruf André F. T. Martins Gholamreza Haffari 18 175 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 17 126 0 17 Mar 2019
Mean Field Analysis of Deep Neural Networks Justin A. Sirignano K. Spiliopoulos 10 82 0 11 Mar 2019
Persona-Aware Tips Generation Piji Li Zihao Wang Lidong Bing Wai Lam 20 40 0 06 Mar 2019
Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks Bokang Zhu Richong Zhang Dingkun Long Yongyi Mao 16 0 0 03 Mar 2019
An Editorial Network for Enhanced Document Summarization E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 17 12 0 27 Feb 2019
Synchronous Bidirectional Inference for Neural Sequence Generation Jiajun Zhang Long Zhou Yang Zhao Chengqing Zong 22 36 0 24 Feb 2019
A novel repetition normalized adversarial reward for headline generation Peng-Tao Xu Pascale Fung 17 7 0 19 Feb 2019
Restructuring Conversations using Discourse Relations for Zero-shot Abstractive Dialogue Summarization Prakhar Ganesh Saket Dingliwal 14 11 0 05 Feb 2019
Strategies for Structuring Story Generation Angela Fan M. Lewis Yann N. Dauphin 24 211 0 04 Feb 2019
Neural Extractive Text Summarization with Syntactic Compression Jiacheng Xu Greg Durrett 13 134 0 03 Feb 2019
Pay Less Attention with Lightweight and Dynamic Convolutions Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 11 604 0 29 Jan 2019
Neural Related Work Summarization with a Joint Context-driven Attention Mechanism Yongzhen Wang Xiaozhong Liu Zheng Gao AI4TS 13 22 0 28 Jan 2019
Improving generation quality of pointer networks via guided attention Kushal Chawla Kundan Krishna Balaji Vasan Srinivasan 6 2 0 20 Jan 2019
What comes next? Extractive summarization by next-sentence prediction Jingyun Liu Jackie C.K. Cheung Annie Louis 15 9 0 12 Jan 2019
From Plots to Endings: A Reinforced Pointer Generator for Story Ending Generation Yan Zhao Lu Liu Chunhua Liu Ruoyao Yang Dong Yu 13 23 0 11 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 17 164 0 21 Dec 2018
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 16 189 0 11 Dec 2018
Neural Abstractive Text Summarization with Sequence-to-Sequence Models Tian Shi Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 33 225 0 05 Dec 2018
LSICC: A Large Scale Informal Chinese Corpus Jianyu Zhao Zhuoran Ji 11 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 14 186 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 35 27 0 09 Nov 2018