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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
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 162 44 0 01 Jun 2019
Scoring Sentence Singletons and Pairs for Abstractive SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Logan Lebanoff Kaiqiang Song Franck Dernoncourt Doo Soon Kim Seokhwan Kim W. Chang Fei Liu CVBM 229 111 0 31 May 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 135 58 0 31 May 2019
Assessing The Factual Accuracy of Generated TextKnowledge Discovery and Data Mining (KDD), 2019 Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 321 205 0 30 May 2019
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text SummarizationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Tian Shi Ping Wang Chandan K. Reddy AI4TS 189 15 0 28 May 2019
Triple-to-Text: Converting RDF Triples into High-Quality Natural Languages via Optimizing an Inverse KL DivergenceAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Yaoming Zhu Juncheng Wan Zhiming Zhou Liheng Chen Lin Qiu Weinan Zhang Xin Jiang Yong Yu 126 28 0 25 May 2019
Outline Generation: Understanding the Inherent Content Structure of DocumentsAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Ruqing Zhang Jiafeng Guo Yixing Fan Yanyan Lan Xueqi Cheng 136 29 0 24 May 2019
From web crawled text to project descriptions: automatic summarizing of social innovation projectsInternational Conference on Applications of Natural Language to Data Bases (NLDB), 2019 Nikola Milosevic D. Marinov Abdullah Gök Goran Nenadic 91 2 0 22 May 2019
AMR Parsing as Sequence-to-Graph TransductionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 211 155 0 21 May 2019
Structured Summarization of Academic Publications Alexios Gidiotis Grigorios Tsoumakas 257 13 0 19 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Xingxing Zhang Furu Wei M. Zhou 233 402 0 16 May 2019
Ontology-Aware Clinical Abstractive SummarizationAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 113 86 0 14 May 2019
Towards Content Transfer through Grounded Text GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Shrimai Prabhumoye Chris Quirk Michel Galley 115 21 0 13 May 2019
Mutual Information Scaling and Expressive Power of Sequence Models Huitao Shen 159 20 0 10 May 2019
AI-Powered Text Generation for Harmonious Human-Machine Interaction: Current State and Future Directions Qiuyun Zhang Bin Guo Hao Wang Yunji Liang Shaoyang Hao Zhiwen Yu 109 7 0 01 May 2019
One-Shot Learning for Text-to-SQL Generation Dongjun Lee Jaesik Yoon Jongyun Song Sang-gil Lee Sungroh Yoon LMTD 149 14 0 26 Apr 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 432 3,726 0 22 Apr 2019
Point-less: More Abstractive Summarization with Pointer-Generator Networks Freek Boutkan Jorn Ranzijn David Rau E. V. D. Wel 126 6 0 18 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 625 1,697 0 18 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 97 10 0 15 Apr 2019
Adapting Sequence to Sequence models for Text Normalization in Social Media Ismini Lourentzou Kabir Manghnani ChengXiang Zhai 140 41 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 169 64 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 211 85 0 07 Apr 2019
Improving Scientific Article Visibility by Neural Title Simplification Alexander Shvets 165 3 0 05 Apr 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 392 718 0 05 Apr 2019
Unifying Human and Statistical Evaluation for Natural Language Generation Tatsunori B. Hashimoto Hugh Zhang Abigail Z. Jacobs 227 236 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 110 68 0 04 Apr 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 136 35 0 04 Apr 2019
Answer-based Adversarial Training for Generating Clarification Questions Sudha Rao Hal Daumé GAN 131 120 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 293 52 0 03 Apr 2019
Pragmatically Informative Text Generation Sheng Shen Daniel Fried Jacob Andreas Dan Klein 258 69 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 523 3,315 0 01 Apr 2019
Automatic text summarization: What has been done and what has to be done Abdelkrime Aries D. Zegour Walid-Khaled Hidouci 162 26 0 01 Apr 2019
Keyphrase Generation: A Text Summarization Struggle Erion Çano Ondrej Bojar 164 25 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 182 103 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 218 9 0 28 Mar 2019
Pre-trained Language Model Representations for Language Generation Sergey Edunov Alexei Baevski Michael Auli 212 137 0 22 Mar 2019
Recent advances in conversational NLP : Towards the standardization of Chatbot building Maali Mnasri 94 34 0 21 Mar 2019
Selective Attention for Context-aware Neural Machine TranslationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2019 Sameen Maruf André F. T. Martins Gholamreza Haffari 174 188 0 21 Mar 2019
Topic-Guided Variational Autoencoders for Text Generation Wenlin Wang Zhe Gan Hongteng Xu Ruiyi Zhang Guoyin Wang Dinghan Shen Changyou Chen Lawrence Carin BDL 213 131 0 17 Mar 2019
Mean Field Analysis of Deep Neural Networks Justin A. Sirignano K. Spiliopoulos 212 85 0 11 Mar 2019
Persona-Aware Tips GenerationThe Web Conference (WWW), 2019 Piji Li Zihao Wang Lidong Bing Wai Lam 159 41 0 06 Mar 2019
Understanding Feature Selection and Feature Memorization in Recurrent Neural Networks Bokang Zhu Richong Zhang Dingkun Long Yongyi Mao 81 0 0 03 Mar 2019
An Editorial Network for Enhanced Document SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 E. Moroshko Guy Feigenblat Haggai Roitman D. Konopnicki 131 12 0 27 Feb 2019
Synchronous Bidirectional Inference for Neural Sequence Generation Jiajun Zhang Long Zhou Yang Zhao Chengqing Zong 155 39 0 24 Feb 2019
A novel repetition normalized adversarial reward for headline generation Peng Xu Pascale Fung 116 7 0 19 Feb 2019
Restructuring Conversations using Discourse Relations for Zero-shot Abstractive Dialogue Summarization Prakhar Ganesh Saket Dingliwal 150 11 0 05 Feb 2019
Strategies for Structuring Story Generation Angela Fan M. Lewis Yann N. Dauphin 281 220 0 04 Feb 2019
Neural Extractive Text Summarization with Syntactic Compression Jiacheng Xu Greg Durrett 199 144 0 03 Feb 2019
Pay Less Attention with Lightweight and Dynamic ConvolutionsInternational Conference on Learning Representations (ICLR), 2019 Felix Wu Angela Fan Alexei Baevski Yann N. Dauphin Michael Auli 334 645 0 29 Jan 2019