GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization

21 August 2022

Papers citing "GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization"

23 / 23 papers shown

Title
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 84 40 0 21 Oct 2021
HETFORMER: Heterogeneous Transformer with Sparse Attention for Long-Text Extractive Summarization Ye Liu Jianguo Zhang Yao Wan Congying Xia Lifang He Philip S. Yu 84 29 0 12 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 65 168 0 11 Oct 2021
Enriching and Controlling Global Semantics for Text Summarization Thong Nguyen Anh Tuan Luu Truc Lu Tho Quan 39 34 0 22 Sep 2021
Focus Attention: Promoting Faithfulness and Diversity in Summarization Rahul Aralikatte Shashi Narayan Joshua Maynez S. Rothe Ryan T. McDonald 69 45 0 25 May 2021
Efficient Attentions for Long Document Summarization L. Huang Shuyang Cao Nikolaus Nova Parulian Heng Ji Lu Wang 119 285 0 05 Apr 2021
Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks Peng Cui Le Hu Yuanchao Liu 48 67 0 13 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan Joshua Maynez Jakub Adamek Daniele Pighin Blavz Bratanivc Ryan T. McDonald 55 30 0 06 Oct 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 84 806 0 22 Apr 2020
Extractive Summarization as Text Matching Ming Zhong Pengfei Liu Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 119 461 0 19 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 128 4,048 0 10 Apr 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 181 2,307 0 13 Jan 2020
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 131 280 0 30 Oct 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 425 1,445 0 22 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 514 24,351 0 26 Jul 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 75 378 0 16 May 2019
Topic representation: finding more representative words in topic models Jinjin Chi Jihong Ouyang C. Li Xueyang Dong Ximing Li Xinhua Wang 25 14 0 23 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.4K 94,511 0 11 Oct 2018
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents Arman Cohan Franck Dernoncourt Doo Soon Kim Trung Bui Seokhwan Kim W. Chang Nazli Goharian 376 759 0 16 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 624 130,942 0 12 Jun 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 123 565 0 04 Mar 2017
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 306 1,258 0 14 Nov 2016
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 317 3,538 0 10 Jun 2015