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
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman OffRL 14 34 0 01 Jul 2021
A Condense-then-Select Strategy for Text Summarization Hou Pong Chan Irwin King 17 13 0 19 Jun 2021
To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text Matthew Wilber William Timkey Marten van Schijndel 21 8 0 03 Jun 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Joey Tianyi Zhou Jianfeng Gao 24 19 0 02 Jun 2021
Question-aware Transformer Models for Consumer Health Question Summarization S. Yadav D. Gupta Asma Ben Abacha Dina Demner-Fushman ELM MedIm 23 28 0 01 Jun 2021
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents Rui Meng Khushboo Thaker Lei Zhang Yue Dong Xingdi Yuan Tong Wang Daqing He 11 41 0 31 May 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning Linzi Xing Wen Xiao Giuseppe Carenini 12 18 0 29 May 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization Wojciech Kry'sciñski Nazneen Rajani Divyansh Agarwal Caiming Xiong Dragomir R. Radev RALM 36 145 0 18 May 2021
Poolingformer: Long Document Modeling with Pooling Attention Hang Zhang Yeyun Gong Yelong Shen Weisheng Li Jiancheng Lv Nan Duan Weizhu Chen 40 0 0 10 May 2021
Long-Span Summarization via Local Attention and Content Selection Potsawee Manakul Mark J. F. Gales 18 42 0 08 May 2021
A Comprehensive Attempt to Research Statement Generation Wenhao Wu Sujian Li 18 0 0 25 Apr 2021
GupShup: An Annotated Corpus for Abstractive Summarization of Open-Domain Code-Switched Conversations Laiba Mehnaz Debanjan Mahata Rakesh Gosangi Uma Sushmitha Gunturi Riya Jain Gauri Gupta Amardeep Kumar Isabelle G. Lee Anish Acharya R. Shah 30 6 0 17 Apr 2021
Unsupervised Extractive Summarization by Human Memory Simulation Ronald Cardenas Matthias Shen Shay B. Cohen 19 1 0 16 Apr 2021
Hierarchical Learning for Generation with Long Source Sequences T. Rohde Xiaoxia Wu Yinhan Liu BDL VLM 25 56 0 15 Apr 2021
RefSum: Refactoring Neural Summarization Yixin Liu Zi-Yi Dou Pengfei Liu 13 40 0 15 Apr 2021
SummScreen: A Dataset for Abstractive Screenplay Summarization Mingda Chen Zewei Chu Sam Wiseman Kevin Gimpel 35 94 0 14 Apr 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers Wen Xiao Patrick Huber Giuseppe Carenini 23 14 0 14 Apr 2021
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization Ming Zhong Da Yin Tao Yu A. Zaidi Mutethia Mutuma ... Ahmed Hassan Awadallah Asli Celikyilmaz Yang Liu Xipeng Qiu Dragomir R. Radev RALM 28 319 0 13 Apr 2021
What's in a Summary? Laying the Groundwork for Advances in Hospital-Course Summarization Griffin Adams Emily Alsentzer Mert Ketenci Jason Zucker Noémie Elhadad 50 47 0 12 Apr 2021
Enhancing Scientific Papers Summarization with Citation Graph Chen An Ming Zhong Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 8 43 0 07 Apr 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 67 273 0 05 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 23 175 0 31 Mar 2021
DAGN: Discourse-Aware Graph Network for Logical Reasoning Yinya Huang Meng Fang Yu Cao Liwei Wang Xiaodan Liang 24 57 0 26 Mar 2021
Value-aware Approximate Attention Ankit Gupta Jonathan Berant 21 5 0 17 Mar 2021
Long Document Summarization in a Low Resource Setting using Pretrained Language Models Ahsaas Bajaj Pavitra Dangati Kalpesh Krishna Pradhiksha Ashok Kumar Rheeya Uppaal Bradford T. Windsor Eliot Brenner Dominic Dotterrer Rajarshi Das Andrew McCallum AILaw RALM 31 50 0 01 Mar 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization Yi-Syuan Chen Hong-Han Shuai CLL OffRL 48 38 0 18 Feb 2021
New methods for metastimuli: architecture, embeddings, and neural network optimization Rico A. R. Picone Dane Webb Finbarr Obierefu Jotham Lentz 18 1 0 14 Feb 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 27 18 0 11 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 260 285 0 02 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 84 0 30 Jan 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning Armen Aghajanyan Anchit Gupta Akshat Shrivastava Xilun Chen Luke Zettlemoyer Sonal Gupta 33 266 0 26 Jan 2021
Summaformers @ LaySumm 20, LongSumm 20 Sayar Ghosh Roy Nikhil Pinnaparaju Risubh Jain Manish Gupta Vasudeva Varma 21 14 0 10 Jan 2021
On Generating Extended Summaries of Long Documents Sajad Sotudeh Arman Cohan Nazli Goharian 27 17 0 28 Dec 2020
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 38 77 0 23 Dec 2020
Self-Supervised Learning for Visual Summary Identification in Scientific Publications Shintaro Yamamoto Anne Lauscher Simone Paolo Ponzetto Goran Glavavs Shigeo Morishima SSL 14 3 0 21 Dec 2020
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 33 7 0 14 Dec 2020
Cross-lingual Transfer of Abstractive Summarizer to Less-resource Language Aleš Žagar Marko Robnik-Šikonja 36 9 0 08 Dec 2020
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 216 138 0 08 Dec 2020
Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! Wen Xiao Patrick Huber Giuseppe Carenini 39 13 0 03 Dec 2020
Systematically Exploring Redundancy Reduction in Summarizing Long Documents Wen Xiao Giuseppe Carenini 18 43 0 30 Nov 2020
FFCI: A Framework for Interpretable Automatic Evaluation of Summarization Fajri Koto Timothy Baldwin Jey Han Lau HILM 32 37 0 27 Nov 2020
Open4Business(O4B): An Open Access Dataset for Summarizing Business Documents Amanpreet Singh Niranjan Balasubramanian VLM 18 0 0 15 Nov 2020
Pointing to Subwords for Generating Function Names in Source Code Shogo Fujita Hidetaka Kamigaito Hiroya Takamura Manabu Okumura 11 2 0 09 Nov 2020
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision Patrick Huber Giuseppe Carenini 16 18 0 05 Nov 2020
Liputan6: A Large-scale Indonesian Dataset for Text Summarization Fajri Koto Jey Han Lau Timothy Baldwin 22 46 0 02 Nov 2020
Multi-XScience: A Large-scale Dataset for Extreme Multi-document Summarization of Scientific Articles Yao Lu Yue Dong Laurent Charlin AILaw 20 113 0 27 Oct 2020
ReadOnce Transformers: Reusable Representations of Text for Transformers Shih-Ting Lin Ashish Sabharwal Tushar Khot 43 3 0 24 Oct 2020
Learning to Summarize Long Texts with Memory Compression and Transfer Jaehong Park Jonathan Pilault C. Pal 33 0 0 21 Oct 2020
Dimsum @LaySumm 20: BART-based Approach for Scientific Document Summarization Tiezheng Yu Dan Su Wenliang Dai Pascale Fung 30 5 0 19 Oct 2020