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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 / 692 papers shown

Title
INS: An Interactive Chinese News Synthesis System Hui Liu Wentao Qin Xiaojun Wan 39 2 0 25 Jul 2019
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models Boyuan Pan Yazheng Yang Hao Li Zhou Zhao Yueting Zhuang Deng Cai Xiaofei He 64 18 0 23 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 141 136 0 22 Jul 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 77 18 0 19 Jul 2019
Saliency Maps Generation for Automatic Text Summarization David Tuckey Krysia Broda A. Russo FAtt 48 3 0 12 Jul 2019
Semantic Parsing with Dual Learning Ruisheng Cao Su Zhu Chen Liu Jieyu Li Kai Yu 83 62 0 10 Jul 2019
Searching for Effective Neural Extractive Summarization: What Works and What's Next Ming Zhong Pengfei Liu Danqing Wang Xipeng Qiu Xuanjing Huang AI4TS 170 151 0 08 Jul 2019
Do Transformer Attention Heads Provide Transparency in Abstractive Summarization? Joris Baan Maartje ter Hoeve M. V. D. Wees Anne Schuth Maarten de Rijke 85 21 0 01 Jul 2019
Multimodal Abstractive Summarization for How2 Videos Shruti Palaskar Jindrich Libovický Spandana Gella Florian Metze 72 96 0 19 Jun 2019
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics Generation Haoshen Fan Jie Wang Bojin Zhuang Shaojun Wang Jing Xiao 62 22 0 15 Jun 2019
Comparison of Diverse Decoding Methods from Conditional Language Models Daphne Ippolito Reno Kriz M. Kustikova João Sedoc Chris Callison-Burch AI4CE 85 114 0 14 Jun 2019
DocRED: A Large-Scale Document-Level Relation Extraction Dataset Yuan Yao Deming Ye Peng Li Xu Han Yankai Lin Zhenghao Liu Zhiyuan Liu Lixin Huang Jie Zhou Maosong Sun 63 456 0 14 Jun 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Ryan Y. Benmalek Madian Khabsa Suma Desu Claire Cardie Michele Banko 59 6 0 12 Jun 2019
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization Kai Wang Xiaojun Quan Rui Wang 76 53 0 12 Jun 2019
Self-Supervised Learning for Contextualized Extractive Summarization Hong Wang Xin Eric Wang Wenhan Xiong Mo Yu Xiaoxiao Guo Shiyu Chang William Yang Wang SSL 117 56 0 11 Jun 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization Eva Sharma Chen Li Lu Wang AILaw 84 224 0 10 Jun 2019
Sentence Centrality Revisited for Unsupervised Summarization Hao Zheng Mirella Lapata 72 171 0 08 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 67 68 0 05 Jun 2019
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model Alexander R. Fabbri Irene Li Tianwei She Suyi Li Dragomir R. Radev 108 590 0 04 Jun 2019
Question Answering as an Automatic Evaluation Metric for News Article Summarization Matan Eyal Tal Baumel Michael Elhadad ELM 93 113 0 02 Jun 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 76 41 0 01 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive Summarization Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 126 106 0 31 May 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 83 55 0 31 May 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 103 188 0 30 May 2019
Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL Divergence Yaoming Zhu Juncheng Wan Zhiming Zhou Liheng Chen Lin Qiu Weinan Zhang Xin Jiang Yong Yu 68 28 0 25 May 2019
Outline Generation: Understanding the Inherent Content Structure of Documents Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 49 24 0 24 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 67 148 0 21 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 99 380 0 16 May 2019
Ontology-Aware Clinical Abstractive Summarization Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 40 82 0 14 May 2019
Towards Content Transfer through Grounded Text Generation Shrimai Prabhumoye Chris Quirk Michel Galley 72 21 0 13 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 80 18 0 10 May 2019
One-Shot Learning for Text-to-SQL Generation Dongjun Lee Jaesik Yoon Jongyun Song Sang-gil Lee Sungroh Yoon LMTD 71 13 0 26 Apr 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 215 3,215 0 22 Apr 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 168 1,257 0 18 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 49 10 0 15 Apr 2019
Adapting Sequence to Sequence models for Text Normalization in Social Media Ismini Lourentzou Kabir Manghnani ChengXiang Zhai 63 36 0 12 Apr 2019
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation Ori Shapira David Gabay Yang Gao H. Ronen Ramakanth Pasunuru Joey Tianyi Zhou Yael Amsterdamer Ido Dagan 75 60 0 11 Apr 2019
SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression Christos Baziotis Ion Androutsopoulos Ioannis Konstas Alexandros Potamianos 72 83 0 07 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 192 666 0 05 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Percy Liang 87 225 0 04 Apr 2019
Complexity-Weighted Loss and Diverse Reranking for Sentence Simplification Reno Kriz João Sedoc Marianna Apidianaki Carolina Zheng G. Kumar E. Miltsakaki Chris Callison-Burch 59 67 0 04 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 81 34 0 04 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 71 112 0 04 Apr 2019
Jointly Extracting and Compressing Documents with Summary State Representations Afonso Mendes Shashi Narayan Sebastião Miranda Zita Marinho André F. T. Martins Shay B. Cohen 106 52 0 03 Apr 2019
Pragmatically Informative Text Generation Sheng Shen Daniel Fried Jacob Andreas Dan Klein 90 66 0 02 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 156 3,159 0 01 Apr 2019
Automatic text summarization: What has been done and what has to be done Abdelkrime Aries D. Zegour Walid-Khaled Hidouci 59 24 0 01 Apr 2019
Keyphrase Generation: A Text Summarization Struggle Erion Çano Ondrej Bojar 50 24 0 29 Mar 2019
Towards Knowledge-Based Personalized Product Description Generation in E-commerce Qibin Chen Junyang Lin Yichang Zhang Hongxia Yang Jingren Zhou Jie Tang 68 98 0 29 Mar 2019
A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation Yuta Hitomi Yuya Taguchi Hideaki Tamori Ko Kikuta Jiro Nishitoba Naoaki Okazaki Kentaro Inui Manabu Okumura 65 9 0 28 Mar 2019