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"

50 / 415 papers shown

Title
Lexicon-constrained Copying Network for Chinese Abstractive Summarization Boyan Wan Mishal Sohail 18 2 0 16 Oct 2020
GSum: A General Framework for Guided Neural Abstractive Summarization Zi-Yi Dou Pengfei Liu Hiroaki Hayashi Zhengbao Jiang Graham Neubig 11 256 0 15 Oct 2020
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks Peng Cui Le Hu Yuanchao Liu 12 64 0 13 Oct 2020
KLearn: Background Knowledge Inference from Summarization Data Maxime Peyrard Robert West 11 3 0 13 Oct 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems Yiran Chen Pengfei Liu Ming Zhong Zi-Yi Dou Danqing Wang Xipeng Qiu Xuanjing Huang ELM 27 24 0 11 Oct 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading Yifan Gao Chien-Sheng Wu Jingjing Li Chenyu You Guosheng Lin Caiming Xiong Irwin King M. Lyu FedML 28 51 0 05 Oct 2020
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization Jiaao Chen Diyi Yang 27 143 0 04 Oct 2020
Attention that does not Explain Away Nan Ding Xinjie Fan Zhenzhong Lan Dale Schuurmans Radu Soricut 27 3 0 29 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 21 15 0 28 Sep 2020
Extracting Summary Knowledge Graphs from Long Documents Zeqiu Wu Rik Koncel-Kedziorski Mari Ostendorf Hannaneh Hajishirzi 35 15 0 19 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 28 12 0 15 Sep 2020
Sparsifying Transformer Models with Trainable Representation Pooling Michal Pietruszka Łukasz Borchmann Lukasz Garncarek 17 10 0 10 Sep 2020
A Baseline Analysis for Podcast Abstractive Summarization Chujie Zheng Harry J. Wang Kunpeng Zhang Ling Fan 16 12 0 24 Aug 2020
Experiments in Extractive Summarization: Integer Linear Programming, Term/Sentence Scoring, and Title-driven Models Daniel Lee Rakesh M. Verma Avisha Das Arjun Mukherjee 9 6 0 01 Aug 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 285 2,017 0 28 Jul 2020
Abstractive and mixed summarization for long-single documents Roger Barrull Jugal Kalita 23 0 0 03 Jul 2020
SEAL: Segment-wise Extractive-Abstractive Long-form Text Summarization Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 34 25 0 18 Jun 2020
Question-Driven Summarization of Answers to Consumer Health Questions Max E. Savery Asma Ben Abacha Soumya Gayen Dina Demner-Fushman 33 78 0 18 May 2020
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling F. S. Bao Hebi Li Ge Luo Minghui Qiu Yinfei Yang Youbiao He Cen Chen 18 4 0 13 May 2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information Shen Gao Xiuying Chen Z. Ren Dongyan Zhao Rui Yan 23 48 0 10 May 2020
Artemis: A Novel Annotation Methodology for Indicative Single Document Summarization Rahul Jha Keping Bi Yang Li M. Pakdaman Asli Celikyilmaz Ivan Zhiboedov Kieran McDonald 25 2 0 05 May 2020
Discourse-Aware Unsupervised Summarization of Long Scientific Documents Yue Dong Andrei Mircea Jackie C.K. Cheung 24 8 0 01 May 2020
TLDR: Extreme Summarization of Scientific Documents Isabel Cachola Kyle Lo Arman Cohan Daniel S. Weld 19 222 0 30 Apr 2020
Self-Supervised and Controlled Multi-Document Opinion Summarization Hady ElSahar Maximin Coavoux Matthias Gallé Jos Rozen 26 48 0 30 Apr 2020
Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization Dongyub Lee M. Shin Taesun Whang Seung Woo Cho Byeongil Ko Daniel Lee EungGyun Kim Jaechoon Jo 41 12 0 29 Apr 2020
On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification Xin Liu Jiefu Ou Yangqiu Song Xin Jiang 6 88 0 27 Apr 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 17 14 0 26 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 20 459 0 19 Apr 2020
A Divide-and-Conquer Approach to the Summarization of Long Documents Alexios Gidiotis Grigorios Tsoumakas 25 18 0 13 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 28 3,929 0 10 Apr 2020
SciWING -- A Software Toolkit for Scientific Document Processing Abhinav Ramesh Kashyap Min-Yen Kan 21 5 0 08 Apr 2020
Windowing Models for Abstractive Summarization of Long Texts Leon Schüller Florian Wilhelm Nico Kreiling Goran Glavas 6 3 0 07 Apr 2020
Abstractive Text Summarization based on Language Model Conditioning and Locality Modeling Dmitrii Aksenov J. Moreno-Schneider Peter Bourgonje Robert Schwarzenberg Leonhard Hennig Georg Rehm 27 25 0 29 Mar 2020
StructSum: Summarization via Structured Representations Vidhisha Balachandran Artidoro Pagnoni Jay Yoon Lee Dheeraj Rajagopal J. Carbonell Yulia Tsvetkov 11 9 0 01 Mar 2020
Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning Tianyi Wang Yating Zhang Xiaozhong Liu Changlong Sun Qiong Zhang 6 7 0 27 Feb 2020
On the impressive performance of randomly weighted encoders in summarization tasks Jonathan Pilault Jaehong Park C. Pal BDL 33 5 0 21 Feb 2020
Learning Contextualized Document Representations for Healthcare Answer Retrieval Sebastian Arnold Betty van Aken Paul Grundmann Felix Alexander Gers Alexander Loser 4 13 0 03 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 41 48 0 02 Feb 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 45 2,018 0 18 Dec 2019
Joint Parsing and Generation for Abstractive Summarization Kaiqiang Song Logan Lebanoff Qipeng Guo Xipeng Qiu Xiangyang Xue Chen Li Dong Yu Fei Liu 27 29 0 23 Nov 2019
Improved Document Modelling with a Neural Discourse Parser Fajri Koto Jey Han Lau Timothy Baldwin 26 4 0 16 Nov 2019
Evaluating the Factual Consistency of Abstractive Text Summarization Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher HILM 21 727 0 28 Oct 2019
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation Max Landauer Yung-Sung Chuang Florian Skopik Yun-Nung (Vivian) Chen FaML LM&MA MedIm 15 8 0 03 Oct 2019
A Closer Look at Data Bias in Neural Extractive Summarization Models Ming Zhong Danqing Wang Pengfei Liu Xipeng Qiu Xuanjing Huang 40 42 0 30 Sep 2019
Extractive Summarization of Long Documents by Combining Global and Local Context Wen Xiao Giuseppe Carenini 14 151 0 17 Sep 2019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 246 215 0 07 Sep 2019
Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) Heng Gong Xiaocheng Feng Bing Qin Ting Liu LMTD 17 56 0 05 Sep 2019
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks Michihiro Yasunaga Jungo Kasai Rui Zhang Alexander R. Fabbri Irene Z Li Dan Friedman Dragomir R. Radev 73 206 0 04 Sep 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 16 361 0 23 Aug 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