Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization

12 March 2023

Papers citing "Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization"

17 / 17 papers shown

Title
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities Chuang Liu Yibing Zhan Hongzhi Zhang Chang Li Bo Du Wenbin Hu Tongliang Liu Dacheng Tao GNN AI4CE 92 82 0 15 Apr 2022
Topic-Guided Abstractive Multi-Document Summarization Peng Cui Le Hu 103 41 0 21 Oct 2021
PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization Wen Xiao Iz Beltagy Giuseppe Carenini Arman Cohan CVBM 140 119 0 16 Oct 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 76 45 0 25 May 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 86 128 0 10 Nov 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 53 109 0 20 May 2020
Leveraging Graph to Improve Abstractive Multi-Document Summarization Wei Li Xinyan Xiao Jiachen Liu Hua Wu Haifeng Wang Junping Du 66 136 0 20 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 179 4,092 0 10 Apr 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 288 2,051 0 18 Dec 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,301 0 27 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 677 24,541 0 26 Jul 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 352 5,860 0 21 Apr 2019
Self-Attention Graph Pooling Junhyun Lee Inyeop Lee Jaewoo Kang GNN 182 1,126 0 17 Apr 2019
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 482 763 0 16 Apr 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 481 20,233 0 30 Oct 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,488 0 04 Apr 2017
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 324 4,294 0 21 Aug 2015