A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

16 April 2018

Arman Cohan

Papers citing "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

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Title
Interpretable Research Replication Prediction via Variational Contextual Consistency Sentence Masking Tianyi Luo Rui Meng Qing Guo Y. Liu 19 4 0 28 Mar 2022
A Survey on Cross-Lingual Summarization Jiaan Wang Fandong Meng Duo Zheng Yunlong Liang Zhixu Li Jianfeng Qu Jie Zhou AILaw 28 60 0 23 Mar 2022
The Change that Matters in Discourse Parsing: Estimating the Impact of Domain Shift on Parser Error Katherine Atwell Anthony Sicilia Seong Jae Hwang Malihe Alikhani 19 16 0 21 Mar 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers Fangyuan Xu Junyi Jessy Li Eunsol Choi 21 18 0 21 Mar 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 68 36 0 21 Mar 2022
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information Qianqian Ruan Malte Ostendorff Georg Rehm AILaw 36 55 0 17 Mar 2022
Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge Shintaro Yamamoto Hirokatsu Kataoka Ryota Suzuki Seitaro Shinagawa Shigeo Morishima 30 0 0 17 Mar 2022
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search Daniel King Zejiang Shen Nishant Subramani Daniel S. Weld Iz Beltagy Doug Downey HILM 28 31 0 16 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 24 55 0 15 Mar 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization Mathieu Ravaut Chenyu You Nancy F. Chen MoE 16 91 0 13 Mar 2022
MuLD: The Multitask Long Document Benchmark G. Hudson Noura Al Moubayed 24 10 0 15 Feb 2022
NewsPod: Automatic and Interactive News Podcasts Philippe Laban Elicia Ye Srujay Korlakunta John F. Canny Marti A. Hearst 19 22 0 15 Feb 2022
Unsupervised Multi-Granularity Summarization Ming Zhong Yang Liu Suyu Ge Yuning Mao Yizhu Jiao Xingxing Zhang Yichong Xu Chenguang Zhu Michael Zeng Jiawei Han 87 8 0 29 Jan 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences Uri Shaham Elad Segal Maor Ivgi Avia Efrat Ori Yoran ... Ankit Gupta Wenhan Xiong Mor Geva Jonathan Berant Omer Levy RALM 37 133 0 10 Jan 2022
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition Changxing Wu Liuwen Cao Yubin Ge Yang Liu Min Zhang Jinsong Su 28 32 0 22 Dec 2021
LongT5: Efficient Text-To-Text Transformer for Long Sequences Mandy Guo Joshua Ainslie David C. Uthus Santiago Ontanon Jianmo Ni Yun-hsuan Sung Yinfei Yang VLM 31 307 0 15 Dec 2021
Exploring Neural Models for Query-Focused Summarization Jesse Vig Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu Wenhao Liu AI4TS 14 47 0 14 Dec 2021
Keyphrase Generation Beyond the Boundaries of Title and Abstract Krishna Garg Jishnu Ray Chowdhury Cornelia Caragea 21 13 0 13 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 31 6 0 10 Dec 2021
The Influence of Data Pre-processing and Post-processing on Long Document Summarization Xinwei Du Kailun Dong Yuchen Zhang Yongsheng Li R. Tsay 22 0 0 03 Dec 2021
Sparse is Enough in Scaling Transformers Sebastian Jaszczur Aakanksha Chowdhery Afroz Mohiuddin Lukasz Kaiser Wojciech Gajewski Henryk Michalewski Jonni Kanerva MoE 21 101 0 24 Nov 2021
Dialogue Inspectional Summarization with Factual Inconsistency Awareness Leilei Gan Yating Zhang Kun Kuang Lin Yuan Shuo Li Changlong Sun Xiaozhong Liu Fei Wu HILM 19 4 0 05 Nov 2021
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 21 39 0 21 Oct 2021
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 83 115 0 16 Oct 2021
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang Ansong Ni Ziming Mao Chen Henry Wu Chenguang Zhu Budhaditya Deb Ahmed Hassan Awadallah Dragomir R. Radev Rui Zhang RALM 29 86 0 16 Oct 2021
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization Ziming Mao Chen Henry Wu Ansong Ni Yusen Zhang Rui Zhang Tao Yu Budhaditya Deb Chenguang Zhu Ahmed Hassan Awadallah Dragomir R. Radev 33 56 0 15 Oct 2021
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation Chenhui Shen Liying Cheng Ran Zhou Lidong Bing Yang You Luo Si 47 34 0 14 Oct 2021
Identifying Introductions in Podcast Episodes from Automatically Generated Transcripts Elise Jing K. Schneck Dennis Egan Scott A. Waterman 26 2 0 14 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
GeSERA: General-domain Summary Evaluation by Relevance Analysis Jessica Nayeli López Espejel Gaël de Chalendar J. G. Flores Thierry Charnois Ivan Vladimir Meza Ruiz 9 0 0 07 Oct 2021
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 59 13 0 04 Oct 2021
TLDR9+: A Large Scale Resource for Extreme Summarization of Social Media Posts Sajad Sotudeh Hanieh Deilamsalehi Franck Dernoncourt Nazli Goharian 41 9 0 04 Oct 2021
Generating Summaries for Scientific Paper Review Ana Sabina Uban Cornelia Caragea 18 2 0 28 Sep 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 35 295 0 22 Sep 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen A. Luu Truc Lu Tho Quan 35 34 0 22 Sep 2021
Exploring Multitask Learning for Low-Resource AbstractiveSummarization Ahmed Magooda Mohamed S. Elaraby Diane Litman 41 11 0 17 Sep 2021
RetrievalSum: A Retrieval Enhanced Framework for Abstractive Summarization Chen An Ming Zhong Zhichao Geng Jianqiang Yang Xipeng Qiu RALM 20 23 0 16 Sep 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 24 29 0 11 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 27 35 0 10 Sep 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What's Next Yusen Zhang Ansong Ni Tao Yu Rui Zhang Chenguang Zhu Budhaditya Deb Asli Celikyilmaz Ahmed Hassan Awadallah Dragomir R. Radev RALM 75 56 0 10 Sep 2021
Sparsity and Sentence Structure in Encoder-Decoder Attention of Summarization Systems Potsawee Manakul Mark J. F. Gales 21 5 0 08 Sep 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case Jingqing Zhang Luis Bolaños T. Li Ashwani Tanwar Guilherme Freire Xian Yang Julia Ive Vibhor Gupta Yike Guo 10 14 0 04 Sep 2021
SummerTime: Text Summarization Toolkit for Non-experts Ansong Ni Zhangir Azerbayev Mutethia Mutuma Troy Feng Yusen Zhang Tao Yu Ahmed Hassan Awadallah Dragomir R. Radev 31 10 0 29 Aug 2021
ComSum: Commit Messages Summarization and Meaning Preservation Leshem Choshen Idan Amit 17 4 0 23 Aug 2021
Smart Bird: Learnable Sparse Attention for Efficient and Effective Transformer Chuhan Wu Fangzhao Wu Tao Qi Binxing Jiao Daxin Jiang Yongfeng Huang Xing Xie 38 3 0 20 Aug 2021
Fastformer: Additive Attention Can Be All You Need Chuhan Wu Fangzhao Wu Tao Qi Yongfeng Huang Xing Xie 46 117 0 20 Aug 2021
Self-supervised Answer Retrieval on Clinical Notes Paul Grundmann Sebastian Arnold Alexander Loser RALM MedIm 11 2 0 02 Aug 2021
MemSum: Extractive Summarization of Long Documents Using Multi-Step Episodic Markov Decision Processes Nianlong Gu Elliott Ash Richard H. R. Hahnloser RALM 28 33 0 19 Jul 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 41 100 0 07 Jul 2021
MultiCite: Modeling realistic citations requires moving beyond the single-sentence single-label setting Anne Lauscher B. Ko Bailey Kuehl Sophie Johnson David Jurgens Arman Cohan Kyle Lo HAI 15 40 0 01 Jul 2021