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Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

19 February 2016

Ramesh Nallapati

Bowen Zhou

Cicero Nogueira dos Santos

Papers citing "Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond"

50 / 1,162 papers shown

Title
Latent Semantic Analysis Approach for Document Summarization Based on Word EmbeddingsKSII Transactions on Internet and Information Systems (KSII-TIIS), 2018 Kamal Al-Sabahi Zuping Zhang Kang Yang 185 10 0 08 Jul 2018
Neural Document Summarization by Jointly Learning to Score and Select SentencesAnnual Meeting of the Association for Computational Linguistics (ACL), 2018 Qingyu Zhou Nan Yang Furu Wei Shaohan Huang M. Zhou Tiejun Zhao 197 337 0 06 Jul 2018
Sequential Copying NetworksAAAI Conference on Artificial Intelligence (AAAI), 2018 Qingyu Zhou Nan Yang Furu Wei M. Zhou 225 49 0 06 Jul 2018
The price of debiasing automatic metrics in natural language evaluationAnnual Meeting of the Association for Computational Linguistics (ACL), 2018 Arun Tejasvi Chaganty Stephen Mussmann Abigail Z. Jacobs 199 123 0 06 Jul 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 394 661 0 20 Jun 2018
Structure-Infused Copy Mechanisms for Abstractive Summarization Kaiqiang Song Lin Zhao Fei Liu 171 78 0 14 Jun 2018
Abstract Meaning Representation for Multi-Document Summarization Kexin Liao Logan Lebanoff Fei Liu 146 110 0 14 Jun 2018
Entity Commonsense Representation for Neural Abstractive Summarization Reinald Kim Amplayo Seonjae Lim Seung-won Hwang 131 36 0 14 Jun 2018
Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke Konrad Zolna Alessandro Sordoni Zhouhan Lin Adam Trischler Yoshua Bengio Joelle Pineau Laurent Charlin C. Pal AIMat 139 25 0 12 Jun 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou Tiejun Zhao LMTD 140 112 0 29 May 2018
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 299 604 0 28 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 142 139 0 28 May 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 321 127 0 28 May 2018
Multimodal Speaker Segmentation and Diarization using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks Tae Jin Park P. Georgiou 112 37 0 28 May 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 147 31 0 25 May 2018
Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks Sansiri Tarnpradab Fei Liu K. Hua 153 34 0 25 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 232 236 0 24 May 2018
Amortized Context Vector Inference for Sequence-to-Sequence Networks S. Chatzis Aristotelis Charalampous Kyriacos Tolias 402 0 0 23 May 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 139 115 0 20 May 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss W. Hsu Chieh-Kai Lin Ming-Ying Lee Kerui Min Jing Tang Min Sun CVBM 236 247 0 16 May 2018
Continuous Learning in a Hierarchical Multiscale Neural Network Thomas Wolf Julien Chaumond Clement Delangue CLL AI4CE NoLa BDL 92 6 0 15 May 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization Shuming Ma Xu Sun Junyang Lin Houfeng Wang 154 47 0 13 May 2018
Neural Open Information Extraction Lei Cui Furu Wei M. Zhou 165 162 0 11 May 2018
Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency Bingzhen Wei Xuancheng Ren Xu Sun Yi Zhang Xiaoyan Cai Qi Su 91 19 0 10 May 2018
Global Encoding for Abstractive Summarization Junyang Lin Xu Sun Shuming Ma Qi Su 168 151 0 10 May 2018
A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization Li Wang Junlin Yao Yunzhe Tao Li Zhong Wen Liu Q. Du BDL 222 141 0 09 May 2018
Disentangling Language and Knowledge in Task-Oriented Dialogs Lucian Popa Nikhil Gupta Mausam 251 43 0 03 May 2018
A Hierarchical End-to-End Model for Jointly Improving Text Summarization and Sentiment Classification Shuming Ma Xu Sun Junyang Lin Xuancheng Ren 169 60 0 03 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 353 596 0 30 Apr 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 226 252 0 25 Apr 2018
Towards a Neural Network Approach to Abstractive Multi-Document Summarization Jianmin Zhang Jiwei Tan Xiaojun Wan 222 32 0 24 Apr 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 202 44 0 24 Apr 2018
Learning Sentence Embeddings for Coherence Modelling and Beyond Tanner A. Bohn Yining Hu Jinhang Zhang Charles X. Ling 162 2 0 22 Apr 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated OrthogonalizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2018 Preksha Nema Shreyas Shetty Parag Jain Anirban Laha Karthik Sankaranarayanan Mitesh M. Khapra 145 40 0 20 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2018 Yuxiang Wu Baotian Hu AI4TS 108 176 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 220 209 0 17 Apr 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 126 68 0 16 Apr 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 671 840 0 16 Apr 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation Ye Zhang Nan Ding Radu Soricut 109 50 0 11 Apr 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 233 210 0 09 Apr 2018
Automatic Generation of Chinese Short Product Titles for Mobile Display Yu Gong Xusheng Luo Kenny Q. Zhu Wenwu Ou Shichen Liu Lu Duan 323 32 0 30 Mar 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 182 54 0 28 Mar 2018
A Survey on Neural Network-Based Summarization Methods Yue Dong AILaw AI4TS 156 36 0 19 Mar 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks Noah Weber L. Shekhar Niranjan Balasubramanian Dong Wang 172 10 0 19 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 161 172 0 05 Mar 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 178 63 0 05 Mar 2018
Understand Functionality and Dimensionality of Vector Embeddings: the Distributional Hypothesis, the Pairwise Inner Product Loss and Its Bias-Variance Trade-off Zi Yin 234 8 0 01 Mar 2018
Extractive Text Summarization using Neural Networks Aakash Sinha A. Yadav Akshay Gahlot AI4TS 68 51 0 27 Feb 2018
A Hybrid Word-Character Approach to Abstractive Summarization Chieh-Teng Chang Chi-Chia Huang Chih-Yuan Yang Jane Yung-jen Hsu 142 8 0 27 Feb 2018
Live Blog Corpus for SummarizationInternational Conference on Language Resources and Evaluation (LREC), 2018 S. AvineshP.V. Maxime Peyrard Christian M. Meyer 79 9 0 27 Feb 2018