A Deep Reinforced Model for Abstractive Summarization

11 May 2017

Papers citing "A Deep Reinforced Model for Abstractive Summarization"

50 / 713 papers shown

Title
PoinT-5: Pointer Network and T-5 based Financial NarrativeSummarisation A. Singh 11 14 0 08 Oct 2020
Leveraging Discourse Rewards for Document-Level Neural Machine Translation Inigo Jauregi Unanue Nazanin Esmaili Gholamreza Haffari Massimo Piccardi 31 4 0 08 Oct 2020
Learning to Fuse Sentences with Transformers for Summarization Logan Lebanoff Franck Dernoncourt Doo Soon Kim Lidan Wang W. Chang Fei Liu 26 22 0 08 Oct 2020
Toward Stance-based Personas for Opinionated Dialogues Thomas Scialom Serra Sinem Tekiroğlu Jacopo Staiano Marco Guerini 20 9 0 07 Oct 2020
Multi-Fact Correction in Abstractive Text Summarization Yue Dong Shuohang Wang Zhe Gan Yu Cheng Jackie C.K. Cheung Jingjing Liu KELM HILM 19 118 0 06 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 27 144 0 04 Oct 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 23 46 0 30 Sep 2020
F^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax Byung-Ju Choi Jimin Hong D. Park Sang Wan Lee 22 14 0 20 Sep 2020
Noisy Self-Knowledge Distillation for Text Summarization Yang Liu S. Shen Mirella Lapata 33 44 0 15 Sep 2020
Learning to summarize from human feedback Nisan Stiennon Long Ouyang Jeff Wu Daniel M. Ziegler Ryan J. Lowe Chelsea Voss Alec Radford Dario Amodei Paul Christiano ALM 74 2,002 0 02 Sep 2020
Neural Learning of One-of-Many Solutions for Combinatorial Problems in Structured Output Spaces Yatin Nandwani Deepanshu Jindal Mausam Parag Singla 16 13 0 27 Aug 2020
Extractive Summarizer for Scholarly Articles Athar Sefid C. Lee Giles P. Mitra 38 0 0 25 Aug 2020
Generating Categories for Sets of Entities Shuo Zhang K. Balog Jamie Callan 3DV 21 7 0 19 Aug 2020
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention Wasi Uddin Ahmad Xiaoyu Bai Soomin Lee Kai-Wei Chang 41 36 0 04 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Leverage Unlabeled Data for Abstractive Speech Summarization with Self-Supervised Learning and Back-Summarization P. Tardy Louis de Seynes François Hernandez Vincent Nguyen D. Janiszek Yannick Esteve 20 1 0 30 Jul 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 38 691 0 24 Jul 2020
Morphological Skip-Gram: Using morphological knowledge to improve word representation F. Santos Hendrik T. Macedo T. Bispo Cleber Zanchettin 18 1 0 20 Jul 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 27 9 0 19 Jul 2020
Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation P. Tardy D. Janiszek Yannick Esteve Vincent Nguyen 31 10 0 15 Jul 2020
Neural Knowledge Extraction From Cloud Service Incidents Manish Shetty Chetan Bansal Sumit Kumar Nikitha Rao Nachiappan Nagappan Thomas Zimmermann 20 17 0 10 Jul 2020
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation Guolei Sun Wenguan Wang Jifeng Dai Luc Van Gool 21 308 0 03 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 26 0 0 03 Jul 2020
Adversarial Mutual Information for Text Generation Boyuan Pan Yazheng Yang Kaizhao Liang B. Kailkhura Zhongming Jin Xiansheng Hua Deng Cai Yangqiu Song GAN 32 5 0 30 Jun 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Zi-Yi Dou Sachin Kumar Yulia Tsvetkov 32 10 0 27 Jun 2020
Mind The Facts: Knowledge-Boosted Coherent Abstractive Text Summarization Beliz Gunel Chenguang Zhu Michael Zeng Xuedong Huang HILM 16 42 0 27 Jun 2020
SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning C. Sur 4 7 0 25 Jun 2020
The Depth-to-Width Interplay in Self-Attention Yoav Levine Noam Wies Or Sharir Hofit Bata Amnon Shashua 30 45 0 22 Jun 2020
Untangling tradeoffs between recurrence and self-attention in neural networks Giancarlo Kerg Bhargav Kanuparthi Anirudh Goyal Kyle Goyette Yoshua Bengio Guillaume Lajoie 20 9 0 16 Jun 2020
Multi-Image Summarization: Textual Summary from a Set of Cohesive Images Ni Trieu Sebastian Goodman P. Narayana Kazoo Sone Radu Soricut ViT 11 7 0 15 Jun 2020
Guided Transformer: Leveraging Multiple External Sources for Representation Learning in Conversational Search Helia Hashemi Hamed Zamani W. Bruce Croft 24 62 0 13 Jun 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano GAN SyDa 25 18 0 08 Jun 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 21 10 0 04 Jun 2020
Topic Detection and Summarization of User Reviews Pengyuan Li Lei Huang Guang-Jie Ren 12 4 0 30 May 2020
Constructing Explainable Opinion Graphs from Review Nofar Carmeli Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis Yuliang Li Jinfeng Li W. Tan 13 2 0 29 May 2020
Deep Learning Models for Automatic Summarization Pirmin Lemberger VLM 16 1 0 25 May 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 21 108 0 20 May 2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization Wei Li Xinyan Xiao Jiachen Liu Hua Wu Haifeng Wang Junping Du 22 133 0 20 May 2020
Rethinking and Improving Natural Language Generation with Layer-Wise Multi-View Decoding Fenglin Liu Xuancheng Ren Guangxiang Zhao Chenyu You Xuewei Ma Xian Wu Xu Sun 45 2 0 16 May 2020
Reinforced Rewards Framework for Text Style Transfer Abhilasha Sancheti Kundan Krishna Balaji Vasan Srinivasan Anandhavelu Natarajan 24 28 0 11 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
OpinionDigest: A Simple Framework for Opinion Summarization Yoshihiko Suhara Xiaolan Wang Stefanos Angelidis W. Tan 7 73 0 05 May 2020
Exploring Content Selection in Summarization of Novel Chapters Faisal Ladhak Bryan Li Yaser Al-Onaizan Kathleen McKeown 71 35 0 04 May 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 166 85 0 04 May 2020
Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann Lili Mou Yao Lu Olga Vechtomova K. Markert 193 41 0 04 May 2020
Improving Adversarial Text Generation by Modeling the Distant Future Ruiyi Zhang Changyou Chen Zhe Gan Wenlin Wang Dinghan Shen Guoyin Wang Zheng Wen Lawrence Carin 30 12 0 04 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 32 161 0 03 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 49 1,003 0 02 May 2020
CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation Lei Shen Yang Feng 34 87 0 01 May 2020
Aspect-Controlled Neural Argument Generation Benjamin Schiller Johannes Daxenberger Iryna Gurevych 27 73 0 30 Apr 2020