A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
Grounding Open-Domain Instructions to Automate Web Support Tasks N. Xu Sam Masling Michael Du Giovanni Campagna Larry Heck James A. Landay M. Lam LLMAG AI4TS 13 41 0 30 Mar 2021
Mask Attention Networks: Rethinking and Strengthen Transformer Zhihao Fan Yeyun Gong Dayiheng Liu Zhongyu Wei Siyuan Wang Jian Jiao Nan Duan Ruofei Zhang Xuanjing Huang 34 72 0 25 Mar 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 28 268 0 23 Mar 2021
Nutri-bullets: Summarizing Health Studies by Composing Segments Darsh J. Shah L. Yu Tao Lei Regina Barzilay 50 9 0 22 Mar 2021
AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization Tiezheng Yu Zihan Liu Pascale Fung CLL 46 81 0 21 Mar 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 18 10 0 19 Mar 2021
CLTA: Contents and Length-based Temporal Attention for Few-shot Action Recognition Yang Bo Yangdi Lu Wenbo He VLM 38 0 0 18 Mar 2021
Dual Reinforcement-Based Specification Generation for Image De-Rendering Ramakanth Pasunuru David B. Rosenberg Gideon Mann Joey Tianyi Zhou 11 0 0 02 Mar 2021
A Context-Enhanced De-identification System Kahyun Lee M. Kayaalp Sam Henry Özlem Uzuner 44 3 0 17 Feb 2021
MAPGN: MAsked Pointer-Generator Network for sequence-to-sequence pre-training Mana Ihori Naoki Makishima Tomohiro Tanaka Akihiko Takashima Shota Orihashi Ryo Masumura SSL 31 5 0 15 Feb 2021
Generate and Revise: Reinforcement Learning in Neural Poetry Andrea Zugarini Luca Pasqualini S. Melacci Marco Maggini 21 3 0 08 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
Contextualized Rewriting for Text Summarization Guangsheng Bao Yue Zhang BDL 17 14 0 31 Jan 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 85 84 0 30 Jan 2021
DOC2PPT: Automatic Presentation Slides Generation from Scientific Documents Tsu-Jui Fu Wenjie Wang Daniel J. McDuff Yale Song 22 50 0 28 Jan 2021
Unsupervised Abstractive Summarization of Bengali Text Documents Radia Rayan Chowdhury Mir Tafseer Nayeem Tahsin Tasnim Mim Md. Saifur Rahman Chowdhury Taufiqul Jannat 12 26 0 26 Jan 2021
Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning E. Lagutin Daniil Gavrilov Pavel Kalaidin 18 18 0 11 Jan 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 27 30 0 29 Dec 2020
Generating Query Focused Summaries from Query-Free Resources Yumo Xu Mirella Lapata AI4TS 23 34 0 29 Dec 2020
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning Xuebo Liu Longyue Wang Derek F. Wong Liang Ding Lidia S. Chao Zhaopeng Tu AI4CE 27 35 0 29 Dec 2020
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 31 117 0 21 Dec 2020
Leveraging ParsBERT and Pretrained mT5 for Persian Abstractive Text Summarization Mehrdad Farahani Mohammad Gharachorloo Mohammad Manthouri 25 23 0 21 Dec 2020
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Contrastive Learning with Adversarial Perturbations for Conditional Text Generation Seanie Lee Dong Bok Lee Sung Ju Hwang 27 106 0 14 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 2020
CUED_speech at TREC 2020 Podcast Summarisation Track Potsawee Manakul Mark Gales 23 12 0 04 Dec 2020
Systematically Exploring Redundancy Reduction in Summarizing Long Documents Wen Xiao Giuseppe Carenini 26 43 0 30 Nov 2020
Relation Clustering in Narrative Knowledge Graphs Simone Mellace K. Vani Alessandro Antonucci 23 7 0 27 Nov 2020
Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Ruifeng Yuan Zili Wang Wenjie Li 20 22 0 19 Nov 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 24 43 0 14 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 126 0 10 Nov 2020
CapWAP: Captioning with a Purpose Adam Fisch Kenton Lee Ming-Wei Chang J. Clark Regina Barzilay 8 11 0 09 Nov 2020
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization Md Tahmid Rahman Laskar Enamul Hoque J. Huang RALM 6 35 0 03 Nov 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 22 46 0 02 Nov 2020
Constrained Abstractive Summarization: Preserving Factual Consistency with Constrained Generation Yuning Mao Xiang Ren Heng Ji Jiawei Han HILM 125 38 0 24 Oct 2020
Incorporating Stylistic Lexical Preferences in Generative Language Models Hrituraj Singh Gaurav Verma Balaji Vasan Srinivasan 6 5 0 22 Oct 2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 8 9 0 21 Oct 2020
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation Yasuhide Miura Yuhao Zhang Emily Bao Tsai C. Langlotz Dan Jurafsky MedIm 160 157 0 20 Oct 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning Ye Liu Sheng Zhang Rui Song Suo Feng Yanghua Xiao 32 8 0 19 Oct 2020
Multifaceted Context Representation using Dual Attention for Ontology Alignment Vivek Iyer Arvind Agarwal Harshit Kumar 25 17 0 16 Oct 2020
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers Shusheng Xu Xingxing Zhang Yi Wu Furu Wei Ming Zhou 65 44 0 16 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 11 256 0 15 Oct 2020
Compressive Summarization with Plausibility and Salience Modeling Shrey Desai Jiacheng Xu Greg Durrett 28 18 0 15 Oct 2020
Understanding Neural Abstractive Summarization Models via Uncertainty Jiacheng Xu Shrey Desai Greg Durrett UQLM 14 47 0 15 Oct 2020
Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey Khyathi Raghavi Chandu A. Black 26 0 0 14 Oct 2020
Recipes for Safety in Open-domain Chatbots Jing Xu Da Ju Margaret Li Y-Lan Boureau Jason Weston Emily Dinan 24 230 0 14 Oct 2020
Modeling Protagonist Emotions for Emotion-Aware Storytelling Faeze Brahman Snigdha Chaturvedi 21 49 0 14 Oct 2020
KLearn: Background Knowledge Inference from Summarization Data Maxime Peyrard Robert West 19 3 0 13 Oct 2020
Cue-word Driven Neural Response Generation with a Shrinking Vocabulary Qiansheng Wang Yuxin Liu Chengguo Lv Zhen Wang Guohong Fu 24 2 0 10 Oct 2020