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
Earlier Isn't Always Better: Sub-aspect Analysis on Corpus and System Biases in Summarization Taehee Jung Dongyeop Kang L. Mentch Eduard H. Hovy 17 50 0 30 Aug 2019
DeepCopy: Grounded Response Generation with Hierarchical Pointer Networks Semih Yavuz Abhinav Rastogi Guan-Lin Chao Dilek Z. Hakkani-Tür 9 80 0 28 Aug 2019
Facet-Aware Evaluation for Extractive Summarization Yuning Mao Liyuan Liu Qi Zhu Xiang Ren Jiawei Han CVBM 11 20 0 27 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 13 361 0 23 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
Unsupervised Text Summarization via Mixed Model Back-Translation Yacine Jernite 38 2 0 22 Aug 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 258 1,433 0 22 Aug 2019
Topic Augmented Generator for Abstractive Summarization Melissa Ailem Bowen Zhang Fei Sha 17 17 0 19 Aug 2019
AIBench: An Industry Standard Internet Service AI Benchmark Suite Wanling Gao Fei Tang Lei Wang Jianfeng Zhan Chunxin Lan ... Yatao Li Junchao Shao Zhenyu Wang Xiaoyu Wang Hainan Ye 27 45 0 13 Aug 2019
Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System Ye Liu Chenwei Zhang Xiaohui Yan Yi-Ju Chang Philip S. Yu 24 18 0 13 Aug 2019
Deep Neural Network for Semantic-based Text Recognition in Images Yi Zheng Qitong Wang Margrit Betke 25 7 0 04 Aug 2019
Simple Unsupervised Summarization by Contextual Matching Jiawei Zhou Alexander M. Rush 12 32 0 31 Jul 2019
Abstractive Document Summarization without Parallel Data Nikola I. Nikolov Richard H. R. Hahnloser 21 9 0 30 Jul 2019
Text-to-SQL Generation for Question Answering on Electronic Medical Records Ping Wang Tian Shi Chandan K. Reddy 15 97 0 28 Jul 2019
INS: An Interactive Chinese News Synthesis System Hui Liu Wentao Qin Xiaojun Wan 17 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 19 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 20 132 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 29 18 0 19 Jul 2019
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings Léo Bouscarrat Antoine Bonnefoy Thomas Peel Cecile Pereira AILaw 20 19 0 16 Jul 2019
Ranking sentences from product description & bullets for better search Prateek Verma Aliasgar Kutiyanawala Ke Shen 14 1 0 15 Jul 2019
Saliency Maps Generation for Automatic Text Summarization David Tuckey Krysia Broda A. Russo FAtt 20 3 0 12 Jul 2019
Semantic Parsing with Dual Learning Ruisheng Cao Su Zhu Chen Liu Jieyu Li Kai Yu 14 62 0 10 Jul 2019
Multiple Generative Models Ensemble for Knowledge-Driven Proactive Human-Computer Dialogue Agent Zelin Dai Weitang Liu Minghao Zhu 8 1 0 08 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 6 150 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 11 21 0 01 Jul 2019
Eliciting Knowledge from Experts:Automatic Transcript Parsing for Cognitive Task Analysis Junyi Du He Jiang Jiaming Shen Xiang Ren 22 3 0 26 Jun 2019
Multimodal Abstractive Summarization for How2 Videos Shruti Palaskar Jindrich Libovický Spandana Gella Florian Metze 14 95 0 19 Jun 2019
A Hierarchical Attention Based Seq2seq Model for Chinese Lyrics Generation Haoshen Fan Jie Wang Bojin Zhuang Shaojun Wang Jing Xiao 17 21 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 23 111 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 13 442 0 14 Jun 2019
Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking Masaru Isonuma Junichiro Mori Ichiro Sakata BDL 6 42 0 13 Jun 2019
Keeping Notes: Conditional Natural Language Generation with a Scratchpad Mechanism Ryan Y. Benmalek Madian Khabsa Suma Desu Claire Cardie Michele Banko 14 6 0 12 Jun 2019
BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization Kai Wang Xiaojun Quan Rui-cang Wang 20 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 21 56 0 11 Jun 2019
BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent Summarization Eva Sharma Chen Li Lu Wang AILaw 17 223 0 10 Jun 2019
Sentence Centrality Revisited for Unsupervised Summarization Hao Zheng Mirella Lapata 6 166 0 08 Jun 2019
Extracting Symptoms and their Status from Clinical Conversations Nan Du Kai Chen Anjuli Kannan Linh Tran Yuhui Chen Izhak Shafran 20 68 0 05 Jun 2019
A Hierarchical Decoder with Three-level Hierarchical Attention to Generate Abstractive Summaries of Interleaved Texts Sanjeev Kumar Karn Francine Chen Yan-Ying Chen Ulli Waltinger Hinrich Schütze 13 0 0 05 Jun 2019
Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model Alexander R. Fabbri Irene Z Li Tianwei She Suyi Li Dragomir R. Radev 11 563 0 04 Jun 2019
Question Answering as an Automatic Evaluation Metric for News Article Summarization Matan Eyal Tal Baumel Michael Elhadad ELM 25 113 0 02 Jun 2019
Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Andrew Hoang Antoine Bosselut Asli Celikyilmaz Yejin Choi 11 39 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 30 103 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 30 53 0 31 May 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 32 185 0 30 May 2019
LeafNATS: An Open-Source Toolkit and Live Demo System for Neural Abstractive Text Summarization Tian Shi Ping Wang Chandan K. Reddy AI4TS 23 15 0 28 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 22 27 0 25 May 2019
Outline Generation: Understanding the Inherent Content Structure of Documents Ruqing Zhang J. Guo Yixing Fan Yanyan Lan Xueqi Cheng 14 23 0 24 May 2019
From web crawled text to project descriptions: automatic summarizing of social innovation projects Nikola Milosevic D. Marinov Abdullah Gök Goran Nenadic 9 2 0 22 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 31 148 0 21 May 2019
Structured Summarization of Academic Publications Alexios Gidiotis Grigorios Tsoumakas 17 13 0 19 May 2019