A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization Wang Chen Pijian Li Hou Pong Chan Irwin King HILM AI4TS 28 10 0 03 Aug 2021
Discovering User-Interpretable Capabilities of Black-Box Planning Agents Pulkit Verma Shashank Rao Marpally Siddharth Srivastava ELM LLMAG 16 20 0 28 Jul 2021
Towards Controlled and Diverse Generation of Article Comments Linhao Zhang Houfeng Wang 20 1 0 25 Jul 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 43 105 0 07 Jul 2021
Can Transformer Models Measure Coherence In Text? Re-Thinking the Shuffle Test Philippe Laban Luke Dai Lucas Bandarkar Marti A. Hearst 19 26 0 07 Jul 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 16 34 0 01 Jul 2021
Topic Modeling Based Extractive Text Summarization Kalliath Abdul Rasheed Issam Shivam Patel 9 11 0 29 Jun 2021
TWAG: A Topic-Guided Wikipedia Abstract Generator Fangwei Zhu Shangqing Tu Jiaxin Shi Juan-Zi Li Lei Hou Tong Cui 11 11 0 29 Jun 2021
A Condense-then-Select Strategy for Text Summarization Hou Pong Chan Irwin King 17 13 0 19 Jun 2021
Learning to Complete Code with Sketches Daya Guo Alexey Svyatkovskiy Jian Yin Nan Duan Marc Brockschmidt Miltiadis Allamanis 21 40 0 18 Jun 2021
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data Han Guo Bowen Tan Zhengzhong Liu Eric P. Xing Zhiting Hu OffRL 33 34 0 14 Jun 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation Xiang Lin Simeng Han Chenyu You 20 24 0 14 Jun 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 29 19 0 11 Jun 2021
Energy-Based Models for Code Generation under Compilability Constraints Tomasz Korbak Hady ElSahar Marc Dymetman Germán Kruszewski 35 13 0 09 Jun 2021
FastSeq: Make Sequence Generation Faster Yu Yan Fei Hu Jiusheng Chen Nikhil Bhendawade Ting Ye Yeyun Gong Nan Duan Desheng Cui Bingyu Chi Ruifei Zhang VLM 24 15 0 08 Jun 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation Jacob Parnell Inigo Jauregi Unanue Massimo Piccardi 28 5 0 08 Jun 2021
Summary Grounded Conversation Generation R. Chulaka Gunasekara Guy Feigenblat Benjamin Sznajder Sachindra Joshi D. Konopnicki 27 8 0 07 Jun 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization Yixin Liu Peng Liu AILaw 33 255 0 03 Jun 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Joey Tianyi Zhou Jianfeng Gao 24 19 0 02 Jun 2021
LenAtten: An Effective Length Controlling Unit For Text Summarization Zhongyi Yu Zhenghao Wu Hao Zheng Zhe Xuanyuan Jefferson Fong Weifeng Su 19 14 0 01 Jun 2021
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 31 28 0 01 Jun 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng Khushboo Thaker Lei Zhang Yue Dong Xingdi Yuan Tong Wang Daqing He 19 41 0 31 May 2021
Reinforced Generative Adversarial Network for Abstractive Text Summarization Tianyang Xu Chunyun Zhang 11 2 0 31 May 2021
Controllable Abstractive Dialogue Summarization with Sketch Supervision C. Wu Linqing Liu Wenhao Liu Pontus Stenetorp Caiming Xiong 19 52 0 28 May 2021
Noised Consistency Training for Text Summarization Jing Liu Qianren Mao Bang Liu Hao Peng Hongdong Zhu Jianxin Li 11 1 0 28 May 2021
Self-Supervised Multimodal Opinion Summarization Jinbae Im Moonki Kim Hoyeop Lee Hyunsouk Cho Sehee Chung 6 35 0 27 May 2021
Improve Query Focused Abstractive Summarization by Incorporating Answer Relevance Dan Su Tiezheng Yu Pascale Fung 23 28 0 27 May 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
Topic Modeling and Progression of American Digital News Media During the Onset of the COVID-19 Pandemic Xiangpeng Wan Michael C. Lucic Hakim Ghazzai Y. Massoud 11 5 0 25 May 2021
PoBRL: Optimizing Multi-Document Summarization by Blending Reinforcement Learning Policies Andy Su Difei Su John M.Mulvey H. Poor 24 3 0 18 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 36 146 0 18 May 2021
Itsy Bitsy SpiderNet: Fully Connected Residual Network for Fraud Detection S. Afanasiev A. Smirnova D. Kotereva 25 2 0 17 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 42 224 0 14 May 2021
DeepQAMVS: Query-Aware Hierarchical Pointer Networks for Multi-Video Summarization Safa Messaoud Ismini Lourentzou Assma Boughoula Mona Zehni Zhizhen Zhao Chengxiang Zhai Alex Schwing 17 10 0 13 May 2021
The Summary Loop: Learning to Write Abstractive Summaries Without Examples Philippe Laban Andrew Hsi Bloomberg John F. Canny Marti A. Hearst 25 56 0 11 May 2021
Semantic Extractor-Paraphraser based Abstractive Summarization Anubhav Jangra Raghav Jain Vaibhav Mavi S. Saha P. Bhattacharyya 26 6 0 04 May 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 281 1,124 0 18 Apr 2021
Transductive Learning for Abstractive News Summarization Arthur Bravzinskas Mengwen Liu Ramesh Nallapati Sujith Ravi Markus Dreyer AI4TS 14 1 0 17 Apr 2021
Multi-Perspective Abstractive Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Mona T. Diab 22 6 0 17 Apr 2021
Structure-Aware Abstractive Conversation Summarization via Discourse and Action Graphs Jiaao Chen Diyi Yang 25 97 0 16 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 25 56 0 15 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 24 40 0 15 Apr 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 35 94 0 14 Apr 2021
Automatic Generation of Descriptive Titles for Video Clips Using Deep Learning Soheyla Amirian Khaled Rasheed T. Taha H. Arabnia VLM VGen 19 23 0 07 Apr 2021
Enhancing Scientific Papers Summarization with Citation Graph Chen An Ming Zhong Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 8 43 0 07 Apr 2021
Attention Head Masking for Inference Time Content Selection in Abstractive Summarization Shuyang Cao Lu Wang CVBM 32 11 0 06 Apr 2021
FixMyPose: Pose Correctional Captioning and Retrieval Hyounghun Kim Abhaysinh Zala Graham Burri Joey Tianyi Zhou 36 16 0 04 Apr 2021
Convex Aggregation for Opinion Summarization Hayate Iso Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis W. Tan 20 32 0 03 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021