A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
DU-VLG: Unifying Vision-and-Language Generation via Dual Sequence-to-Sequence Pre-training Luyang Huang Guocheng Niu Jiachen Liu Xinyan Xiao Hua Wu VLM CoGe 19 7 0 17 Mar 2022
Uncertainty Estimation for Language Reward Models Adam Gleave G. Irving UQLM 39 31 0 14 Mar 2022
Learning Cluster Patterns for Abstractive Summarization Sung-Guk Jo Jeong-Jae Kim Byung-Won On 21 3 0 22 Feb 2022
Reward Modeling for Mitigating Toxicity in Transformer-based Language Models Farshid Faal K. Schmitt Jia Yuan Yu 13 24 0 19 Feb 2022
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text Sebastian Gehrmann Elizabeth Clark Thibault Sellam ELM AI4CE 69 184 0 14 Feb 2022
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Jiawen Zhang Abhijit Mishra Avinesh P.V.S Siddharth Patwardhan Sachin Agarwal 24 0 0 09 Feb 2022
Differentiable N-gram Objective on Abstractive Summarization Yunqi Zhu Xuebing Yang Yuanyuan Wu Mingjing Zhu Wensheng Zhang 35 5 0 08 Feb 2022
Generative Cooperative Networks for Natural Language Generation Sylvain Lamprier Thomas Scialom Antoine Chaffin Vincent Claveau Ewa Kijak Jacopo Staiano Benjamin Piwowarski GAN 54 13 0 28 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 36 0 0 14 Jan 2022
Pretrained Language Models for Text Generation: A Survey Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen AI4CE 36 127 0 14 Jan 2022
The Effects of Reward Misspecification: Mapping and Mitigating Misaligned Models Alexander Pan Kush S. Bhatia Jacob Steinhardt 53 171 0 10 Jan 2022
DA-FDFtNet: Dual Attention Fake Detection Fine-tuning Network to Detect Various AI-Generated Fake Images Youngoh Bang Simon S. Woo AAML CVBM 19 6 0 22 Dec 2021
A Survey of Natural Language Generation Chenhe Dong Hai-Tao Zheng Haifan Gong Mengzhao Chen Junxin Li Ying Shen Min Yang 3DV 27 43 0 22 Dec 2021
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang 40 45 0 22 Dec 2021
Learning Semi-Structured Representations of Radiology Reports Katic Tamara M. Pavlovski Danijela Sekulic Slobodan Vučetić MedIm 21 0 0 20 Dec 2021
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 20 3 0 20 Dec 2021
Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing Atul Sharma Pranjali Jain Ashraf Y. Mahgoub Zihan Zhou K. Mahadik Somali Chaterji 23 8 0 19 Dec 2021
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning Zeqiu Wu Yi Luan Hannah Rashkin David Reitter Hannaneh Hajishirzi Mari Ostendorf Gaurav Singh Tomar LRM 20 76 0 16 Dec 2021
Reinforcing Semantic-Symmetry for Document Summarization M. Song L. Jing 14 0 0 14 Dec 2021
Reinforced Abstractive Summarization with Adaptive Length Controlling M. Song Yi Feng L. Jing 20 1 0 14 Dec 2021
TopNet: Learning from Neural Topic Model to Generate Long Stories Yazheng Yang Boyuan Pan Deng Cai Huan Sun 18 9 0 14 Dec 2021
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation Raymond Li Wen Xiao Linzi Xing Lanjun Wang Gabriel Murray Giuseppe Carenini ViT 27 7 0 10 Dec 2021
Hybrid Self-Attention NEAT: A novel evolutionary approach to improve the NEAT algorithm Saman Khamesian H. Malek 16 3 0 07 Dec 2021
CO-STAR: Conceptualisation of Stereotypes for Analysis and Reasoning Teyun Kwon Anandha Gopalan 27 2 0 01 Dec 2021
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization Alexander R. Fabbri Xiaojian Wu Srini Iyer Haoran Li Mona T. Diab 24 14 0 11 Nov 2021
Developing neural machine translation models for Hungarian-English A. Nagy 32 1 0 07 Nov 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 19 4 0 05 Nov 2021
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua Wu Haifeng Wang 38 22 0 25 Oct 2021
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level Danqing Wang Jiaze Chen Xianze Wu Hao Zhou Lei Li ELM 30 7 0 21 Oct 2021
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling Prathyusha Jwalapuram Chenyu You Xiang Lin 76 15 0 14 Oct 2021
Evaluation of Abstractive Summarisation Models with Machine Translation in Deliberative Processes Miguel Arana Catania Rob Procter Yulan He Maria Liakata 19 3 0 12 Oct 2021
CoRGi: Content-Rich Graph Neural Networks with Attention Jooyeon Kim A. Lamb Simon Woodhead Simon L. Peyton Jones Cheng Zheng Miltiadis Allamanis 36 6 0 10 Oct 2021
A Review of Text Style Transfer using Deep Learning Martina Toshevska Sonja Gievska CLIP 48 43 0 30 Sep 2021
Controllable Neural Dialogue Summarization with Personal Named Entity Planning Zhengyuan Liu Nancy F. Chen 27 62 0 27 Sep 2021
Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang Joey Tianyi Zhou 55 43 0 23 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
Transformer-based Lexically Constrained Headline Generation Kosuke Yamada Yuta Hitomi Hideaki Tamori Ryohei Sasano Naoaki Okazaki Kentaro Inui Koichi Takeda 26 12 0 15 Sep 2021
Augmented Abstractive Summarization With Document-LevelSemantic Graph Qiwei Bi Haoyuan Li Kun Lu Hanfang Yang 17 3 0 13 Sep 2021
Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization Junpeng Liu Yanyan Zou Hainan Zhang Hongshen Chen Zhuoye Ding Caixia Yuan Xiaojie Wang 6 65 0 10 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 27 35 0 10 Sep 2021
Learning Opinion Summarizers by Selecting Informative Reviews Arthur Brazinskas Mirella Lapata Ivan Titov 53 29 0 09 Sep 2021
Sequence Level Contrastive Learning for Text Summarization Shusheng Xu Xingxing Zhang Yi Wu Furu Wei 16 95 0 08 Sep 2021
Aspect-Controllable Opinion Summarization Reinald Kim Amplayo Stefanos Angelidis Mirella Lapata 12 71 0 07 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 44 70 0 07 Sep 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu Wenliang Dai Zihan Liu Pascale Fung 32 73 0 06 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 23 43 0 29 Aug 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Pierre Dognin Inkit Padhi Igor Melnyk Payel Das OffRL 24 20 0 27 Aug 2021
A Single Example Can Improve Zero-Shot Data Generation Pavel Burnyshev Valentin Malykh A. Bout Ekaterina Artemova Irina Piontkovskaya 18 3 0 16 Aug 2021
Controllable Summarization with Constrained Markov Decision Process Hou Pong Chan Lu Wang Irwin King 207 21 0 07 Aug 2021
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li 167 154 0 07 Aug 2021