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 / 1,102 papers shown

Title
Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting Yen-Chun Chen Joey Tianyi Zhou BDL 25 582 0 28 May 2018
Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 18 135 0 28 May 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 144 119 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 11 37 0 28 May 2018
Reinforced Extractive Summarization with Question-Focused Rewards Kristjan Arumae Fei Liu 15 31 0 25 May 2018
Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks Sansiri Tarnpradab Fei Liu K. Hua 16 33 0 25 May 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 30 208 0 24 May 2018
Amortized Context Vector Inference for Sequence-to-Sequence Networks S. Chatzis Aristotelis Charalampous Kyriacos Tolias 6 0 0 23 May 2018
A Hierarchical Structured Self-Attentive Model for Extractive Document Summarization (HSSAS) Kamal Al-Sabahi Zuping Zhang Mohammed Nadher 11 109 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 17 240 0 16 May 2018
Continuous Learning in a Hierarchical Multiscale Neural Network Thomas Wolf Julien Chaumond Clement Delangue CLL AI4CE NoLa BDL 11 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 30 46 0 13 May 2018
Neural Open Information Extraction Lei Cui Furu Wei M. Zhou 19 155 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 13 18 0 10 May 2018
Global Encoding for Abstractive Summarization Junyang Lin Xu Sun Shuming Ma Qi Su 19 145 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 Wei Liu Q. Du BDL 11 136 0 09 May 2018
Disentangling Language and Knowledge in Task-Oriented Dialogs Dinesh Raghu Nikhil Gupta Mausam 29 41 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 8 59 0 03 May 2018
Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies Max Grusky Mor Naaman Yoav Artzi 34 548 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 31 239 0 25 Apr 2018
Towards a Neural Network Approach to Abstractive Multi-Document Summarization Jianmin Zhang Jiwei Tan Xiaojun Wan 9 31 0 24 Apr 2018
Data-driven Summarization of Scientific Articles Nikola I. Nikolov Michael Pfeiffer Richard H. R. Hahnloser MedIm 11 43 0 24 Apr 2018
Learning Sentence Embeddings for Coherence Modelling and Beyond Tanner A. Bohn Yining Hu Jinhang Zhang Charles X. Ling 8 2 0 22 Apr 2018
Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization Preksha Nema Shreyas Shetty Parag Jain Anirban Laha Karthik Sankaranarayanan Mitesh M. Khapra 31 40 0 20 Apr 2018
Learning to Extract Coherent Summary via Deep Reinforcement Learning Yuxiang Wu Baotian Hu AI4TS 17 167 0 19 Apr 2018
Multi-Reward Reinforced Summarization with Saliency and Entailment Ramakanth Pasunuru Joey Tianyi Zhou 6 201 0 17 Apr 2018
Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph Zeyu Dai Ruihong Huang AI4TS 27 60 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 24 740 0 16 Apr 2018
SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation Ye Zhang Nan Ding Radu Soricut 11 49 0 11 Apr 2018
Data2Vis: Automatic Generation of Data Visualizations Using Sequence to Sequence Recurrent Neural Networks Victor C. Dibia Çağatay Demiralp 20 186 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 15 32 0 30 Mar 2018
Actor-Critic based Training Framework for Abstractive Summarization Piji Li Lidong Bing Wai Lam OffRL 12 49 0 28 Mar 2018
A Survey on Neural Network-Based Summarization Methods Yue Dong AILaw AI4TS 19 34 0 19 Mar 2018
Controlling Decoding for More Abstractive Summaries with Copy-Based Networks Noah Weber L. Shekhar Niranjan Balasubramanian Kyunghyun Cho 22 9 0 19 Mar 2018
One-Class Adversarial Nets for Fraud Detection Panpan Zheng Shuhan Yuan Xintao Wu Jun Yu Li Aidong Lu 21 160 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 23 62 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 28 8 0 01 Mar 2018
Extractive Text Summarization using Neural Networks Aakash Sinha A. Yadav Akshay Gahlot AI4TS 12 49 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 23 8 0 27 Feb 2018
Live Blog Corpus for Summarization S. AvineshP.V. Maxime Peyrard Christian M. Meyer 6 9 0 27 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 22 545 0 23 Feb 2018
Interpretable Charge Predictions for Criminal Cases: Learning to Generate Court Views from Fact Descriptions Hai Ye Xin Jiang Zhunchen Luo Wen-Han Chao 22 132 0 23 Feb 2018
Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders M. Rußwurm Marco Körner 30 273 0 06 Feb 2018
Diverse Beam Search for Increased Novelty in Abstractive Summarization André Cibils C. Musat Andreea Hossmann Michael Baeriswyl 8 10 0 05 Feb 2018
Dual Recurrent Attention Units for Visual Question Answering Ahmed Osman Wojciech Samek 33 30 0 01 Feb 2018
Generating Wikipedia by Summarizing Long Sequences Peter J. Liu Mohammad Saleh Etienne Pot Ben Goodrich Ryan Sepassi Lukasz Kaiser Noam M. Shazeer CVBM 30 784 0 30 Jan 2018
Query Focused Abstractive Summarization: Incorporating Query Relevance, Multi-Document Coverage, and Summary Length Constraints into seq2seq Models Tal Baumel Matan Eyal Michael Elhadad 43 98 0 23 Jan 2018
Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli Eri Matsuo Ichiro Kobayashi Shinji Nishimoto S. Nishida H. Asoh 16 14 0 19 Jan 2018
Source-side Prediction for Neural Headline Generation Shun Kiyono Sho Takase Jun Suzuki Naoaki Okazaki Kentaro Inui Masaaki Nagata 16 9 0 22 Dec 2017
Query-Based Abstractive Summarization Using Neural Networks Johan Hasselqvist Niklas Helmertz Mikael Kågebäck 22 43 0 17 Dec 2017