A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization Rajkumar Ramamurthy Prithviraj Ammanabrolu Kianté Brantley Jack Hessel R. Sifa Christian Bauckhage Hannaneh Hajishirzi Yejin Choi OffRL 31 240 0 03 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 31 119 0 30 Sep 2022
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization Chen An Ming Zhong Zhiyong Wu Qinen Zhu Xuanjing Huang Xipeng Qiu 23 23 0 29 Sep 2022
Informative Text Generation from Knowledge Triples Z. Fu Yi Dong Lidong Bing W. Lam 37 0 0 26 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 35 1 0 17 Sep 2022
ESSumm: Extractive Speech Summarization from Untranscribed Meeting Jun Wang 33 7 0 14 Sep 2022
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization Congbo Ma Wei Emma Zhang Pitawelayalage Dasun Dileepa Pitawela Yutong Qu Haojie Zhuang Hu Wang 34 3 0 13 Sep 2022
Checklist Models for Improved Output Fluency in Piano Fingering Prediction Nikita Srivatsan Taylor Berg-Kirkpatrick 26 2 0 12 Sep 2022
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency Wen Xiao Giuseppe Carenini HILM 37 16 0 07 Sep 2022
Stabilize, Decompose, and Denoise: Self-Supervised Fluoroscopy Denoising Ruizhou Liu Qiang Ma Zhi-Qi Cheng Y. Lyu Jianji Wang S. Kevin Zhou 33 1 0 30 Aug 2022
Recent Progress in Transformer-based Medical Image Analysis Zhao-cheng Liu Qiujie Lv Ziduo Yang Yifan Li Chau Hung Lee Leizhao Shen MedIm 47 58 0 13 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 27 5 0 08 Aug 2022
ELF22: A Context-based Counter Trolling Dataset to Combat Internet Trolls Huije Lee Young Ju Na Hoyun Song Jisu Shin Jong C. Park 26 7 0 30 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
MAD for Robust Reinforcement Learning in Machine Translation Domenic Donato Lei Yu Wang Ling Chris Dyer MoE 14 7 0 18 Jul 2022
Masked Autoencoders that Listen Po-Yao (Bernie) Huang Hu Xu Juncheng Billy Li Alexei Baevski Michael Auli Wojciech Galuba Florian Metze Christoph Feichtenhofer 21 268 0 13 Jul 2022
A General Contextualized Rewriting Framework for Text Summarization Guangsheng Bao Yue Zhang BDL 19 7 0 13 Jul 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 0 03 Jul 2022
Joint Generator-Ranker Learning for Natural Language Generation Weizhou Shen Yeyun Gong Yelong Shen Song Wang Xiaojun Quan Nan Duan Weizhu Chen 42 5 0 28 Jun 2022
An Exploration of Post-Editing Effectiveness in Text Summarization Vivian Lai Alison Smith-Renner Ke Zhang Ruijia Cheng Wenjuan Zhang Joel R. Tetreault Alejandro Jaimes 12 1 0 13 Jun 2022
Evolutionary Multi-Task Injection Testing on Web Application Firewalls Ke Li Heng Yang W. Visser AAML 13 6 0 12 Jun 2022
Why is constrained neural language generation particularly challenging? Cristina Garbacea Qiaozhu Mei 59 14 0 11 Jun 2022
CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries Xiaojun Liu Yanan Cao Chuang Zhang Xiaojun Chen Jinpeng Li 31 9 0 09 Jun 2022
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation Jin Xu Xiaojiang Liu Jianhao Yan Deng Cai Huayang Li Jian Li 33 72 0 06 Jun 2022
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 144 103 0 05 Jun 2022
Policy Gradient Algorithms with Monte Carlo Tree Learning for Non-Markov Decision Processes Tetsuro Morimura Kazuhiro Ota Kenshi Abe Peinan Zhang OffRL 25 0 0 02 Jun 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting Tomasz Korbak Hady ElSahar Germán Kruszewski Marc Dymetman CLL 25 51 0 01 Jun 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 54 27 0 30 May 2022
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition Pengshan Cai H. Wan Fei Liu Mo Yu Hong-ye Yu Sachindra Joshi 47 6 0 29 May 2022
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization Puyuan Liu Xiang Zhang Lili Mou 18 9 0 28 May 2022
Quark: Controllable Text Generation with Reinforced Unlearning Ximing Lu Sean Welleck Jack Hessel Liwei Jiang Lianhui Qin Peter West Prithviraj Ammanabrolu Yejin Choi MU 66 206 0 26 May 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 32 10 0 25 May 2022
RL with KL penalties is better viewed as Bayesian inference Tomasz Korbak Ethan Perez Christopher L. Buckley OffRL 38 73 0 23 May 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning D. Ghalandari Chris Hokamp Georgiana Ifrim 18 20 0 17 May 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization Arthur Bravzinskas Ramesh Nallapati Joey Tianyi Zhou Markus Dreyer 19 24 0 04 May 2022
Training Language Models with Language Feedback Jérémy Scheurer Jon Ander Campos Jun Shern Chan Angelica Chen Kyunghyun Cho Ethan Perez ALM 48 48 0 29 Apr 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 44 150 0 27 Apr 2022
A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization Meng Cao 15 6 0 20 Apr 2022
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation Zheng-Wei Zhang Liang Ding Dazhao Cheng Xuebo Liu Min Zhang Dacheng Tao 30 11 0 16 Apr 2022
Efficient Reinforcement Learning for Unsupervised Controlled Text Generation Bhargav Upadhyay A. Sudhakar Arjun Maheswaran OffRL 18 7 0 16 Apr 2022
Summarization with Graphical Elements Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 25 2 0 15 Apr 2022
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback Duy-Hung Nguyen Nguyen-Viet-Dung Nghiem Bao-Sinh Nguyen Dung Tien Le Shahab Sabahi Minh Le Nguyen Hung Le 29 13 0 12 Apr 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization Ze Yang Liran Wang Zhoujin Tian Wei Wu Zhoujun Li 30 4 0 09 Apr 2022
IA-GCN: Interactive Graph Convolutional Network for Recommendation Yinan Zhang Pei Wang Congcong Liu Xiwei Zhao Hao Qi Jie He Junsheng Jin Changping Peng Zhangang Lin Jingping Shao GNN 35 6 0 08 Apr 2022
Knowledge Infused Decoding Ruibo Liu Guoqing Zheng Shashank Gupta Radhika Gaonkar Chongyang Gao Soroush Vosoughi Milad Shokouhi Ahmed Hassan Awadallah KELM 25 14 0 06 Apr 2022
BRIO: Bringing Order to Abstractive Summarization Yixin Liu Pengfei Liu Dragomir R. Radev Graham Neubig 17 279 0 31 Mar 2022
Towards Interpretable Deep Reinforcement Learning Models via Inverse Reinforcement Learning Yuansheng Xie Soroush Vosoughi Saeed Hassanpour 26 2 0 30 Mar 2022
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature Amanuel Alambo Tanvi Banerjee K. Thirunarayan M. Raymer MedIm 21 7 0 30 Mar 2022
Automatic Song Translation for Tonal Languages Fenfei Guo Chen Zhang Zhirui Zhang Qixin He Kecheng Zhang Jun Xie Jordan L. Boyd-Graber 19 14 0 25 Mar 2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information Qianqian Ruan Malte Ostendorff Georg Rehm AILaw 36 55 0 17 Mar 2022