A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Multimodal Data Fusion based on the Global Workspace Theory C. Bao Zafeirios Fountas Temitayo A. Olugbade N. Bianchi-Berthouze 33 7 0 26 Jan 2020
Length-controllable Abstractive Summarization by Guiding with Summary Prototype Itsumi Saito Kyosuke Nishida Kosuke Nishida Atsushi Otsuka Hisako Asano J. Tomita Hiroyuki Shindo Yuji Matsumoto 14 33 0 21 Jan 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation Ruiyi Zhang Changyou Chen Zhe Gan Zheng Wen Wenlin Wang Lawrence Carin 31 5 0 20 Jan 2020
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses Tong Niu Joey Tianyi Zhou 17 3 0 15 Jan 2020
Towards GAN Benchmarks Which Require Generalization Ishaan Gulrajani Colin Raffel Luke Metz 24 57 0 10 Jan 2020
Knowledge-aware Attention Network for Protein-Protein Interaction Extraction Huiwei Zhou Zhuang Liu Shixian Ning Chengkun Lang Yingyu Lin Lei Du 17 11 0 07 Jan 2020
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation Xinjie Fan Yizhe Zhang Zhendong Wang Mingyuan Zhou BDL 9 4 0 31 Dec 2019
The Shmoop Corpus: A Dataset of Stories with Loosely Aligned Summaries Atef Chaudhury Makarand Tapaswi Seung Wook Kim Sanja Fidler 22 10 0 30 Dec 2019
Deep Reinforced Self-Attention Masks for Abstractive Summarization (DR.SAS) Ankit R. Chadha Mohamed Masoud AI4TS 28 0 0 30 Dec 2019
Leveraging Lead Bias for Zero-shot Abstractive News Summarization Chenguang Zhu Ziyi Yang R. Gmyr Michael Zeng Xuedong Huang 24 19 0 25 Dec 2019
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 78 2,019 0 18 Dec 2019
Generating summaries tailored to target characteristics Kushal Chawla Hrituraj Singh Arijit Pramanik Mithlesh Kumar Balaji Vasan Srinivasan 27 0 0 18 Dec 2019
Dota 2 with Large Scale Deep Reinforcement Learning OpenAI OpenAI : Christopher Berner Greg Brockman Brooke Chan ... Szymon Sidor Ilya Sutskever Jie Tang Filip Wolski Susan Zhang GNN VLM CLL AI4CE LRM 46 1,799 0 13 Dec 2019
Quality of syntactic implication of RL-based sentence summarization Hoa T. Le Christophe Cerisara Claire Gardent 13 1 0 11 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
Low Rank Factorization for Compact Multi-Head Self-Attention Sneha Mehta Huzefa Rangwala Naren Ramakrishnan 33 5 0 26 Nov 2019
Controlling the Amount of Verbatim Copying in Abstractive Summarization Kaiqiang Song Bingqing Wang Z. Feng Liu Ren Fei Liu 23 51 0 23 Nov 2019
INSET: Sentence Infilling with INter-SEntential Transformer Yichen Huang Yizhe Zhang Oussama Elachqar Yu Cheng 30 1 0 10 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 32 81 0 09 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 23 50 0 09 Nov 2019
Ask to Learn: A Study on Curiosity-driven Question Generation Thomas Scialom Jacopo Staiano 33 24 0 08 Nov 2019
Contrastive Multi-document Question Generation W. Cho Yizhe Zhang Sudha Rao Asli Celikyilmaz Chenyan Xiong Jianfeng Gao Mengdi Wang Bill Dolan SyDa 27 28 0 08 Nov 2019
Resurrecting Submodularity for Neural Text Generation Simeng Han Xiang Lin Shafiq Joty 19 0 0 08 Nov 2019
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 27 185 0 06 Nov 2019
Unsupervised Opinion Summarization as Copycat-Review Generation Arthur Brazinskas Mirella Lapata Ivan Titov 22 125 0 06 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 45 728 0 28 Oct 2019
FineText: Text Classification via Attention-based Language Model Fine-tuning Yunzhe Tao Saurabh Gupta Satyapriya Krishna Xiong Zhou Orchid Majumder Vineet Khare 21 3 0 25 Oct 2019
Attention Optimization for Abstractive Document Summarization Min Gui Junfeng Tian Rui Wang Zhenglu Yang 21 18 0 25 Oct 2019
Pun-GAN: Generative Adversarial Network for Pun Generation Jianyu Wang Shunyao Li Pengcheng Yang Lei li Baobao Chang Zhifang Sui Xu Sun GAN 11 28 0 24 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 144 19,578 0 23 Oct 2019
BanditRank: Learning to Rank Using Contextual Bandits Phanideep Gampa Sumio Fujita OffRL 27 10 0 23 Oct 2019
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model Yu Chen Lingfei Wu Mohammed J Zaki 19 11 0 19 Oct 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 25 94 0 19 Oct 2019
Concept Pointer Network for Abstractive Summarization W. Wenbo Yang Gao Huang Heyan Yuxiang Zhou 21 39 0 18 Oct 2019
Keyphrase Generation: A Multi-Aspect Survey Erion Çano Ondrej Bojar 27 21 0 11 Oct 2019
Read, Highlight and Summarize: A Hierarchical Neural Semantic Encoder-based Approach Rajeev Bhatt Ambati Saptarashmi Bandyopadhyay P. Mitra 24 0 0 08 Oct 2019
Topic-aware Pointer-Generator Networks for Summarizing Spoken Conversations Zhengyuan Liu A. Ng Yutong Li AiTi Aw Cewu Lu 24 101 0 03 Oct 2019
Multi-stage Pretraining for Abstractive Summarization Sebastian Goodman Zhenzhong Lan Radu Soricut 16 5 0 23 Sep 2019
Specificity-Based Sentence Ordering for Multi-Document Extractive Risk Summarization Berk Ekmekci Eleanor Hagerman B. Howald 23 2 0 23 Sep 2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing Shen Gao Preslav Nakov Piji Li Zhangming Chan Dongyan Zhao Rui Yan 24 30 0 19 Sep 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization Sanghwan Bae Taeuk Kim Jihoon Kim Sang-goo Lee 38 68 0 19 Sep 2019
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 301 1,620 0 18 Sep 2019
Controllable Length Control Neural Encoder-Decoder via Reinforcement Learning Junyi Bian Baojun Lin Kecheng Zhang Zhaohui Yan H. Tang Yonghe Zhang 22 5 0 17 Sep 2019
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study Erion Çano Ondrej Bojar 22 11 0 14 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering Shiyue Zhang Joey Tianyi Zhou 24 140 0 13 Sep 2019
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Junjie Hu Yu Cheng Zhe Gan Jingjing Liu Jianfeng Gao Graham Neubig 8 67 0 11 Sep 2019
Countering Language Drift via Visual Grounding Jason D. Lee Kyunghyun Cho Douwe Kiela 24 66 0 10 Sep 2019
A Benchmark Dataset for Learning to Intervene in Online Hate Speech Jing Qian Anna Bethke Yinyin Liu E. Belding-Royer William Yang Wang 19 219 0 10 Sep 2019
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning Peng Xu Chien-Sheng Wu Andrea Madotto Pascale Fung 27 35 0 09 Sep 2019
Countering the Effects of Lead Bias in News Summarization via Multi-Stage Training and Auxiliary Losses Matt Grenander Yue Dong Jackie C.K. Cheung Annie Louis 27 35 0 08 Sep 2019