Leveraging Graph to Improve Abstractive Multi-Document Summarization

20 May 2020

Papers citing "Leveraging Graph to Improve Abstractive Multi-Document Summarization"

24 / 24 papers shown

Title
Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation Congbo Ma Wei Emma Zhang Dileepa Pitawela Haojie Zhuang Yanfeng Shu 22 0 0 16 Jul 2024
Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion Runze Fang Yawen Li Yingxia Shao Zeli Guan Zhe Xue 29 0 0 01 Nov 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing ELM ALM 52 64 0 22 May 2023
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing 30 10 0 15 May 2023
The Current State of Summarization Fabian Retkowski 25 6 0 08 May 2023
Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization Miao Li Jianzhong Qi Jey Han Lau 38 11 0 12 Mar 2023
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream Susik Yoon Hou Pong Chan Jiawei Han 42 7 0 10 Feb 2023
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation Wenhao Wu Wei Li Jiachen Liu Xinyan Xiao Sujian Li Yajuan Lyu 47 3 0 22 Oct 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 60 2 0 15 Sep 2022
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization Congbo Ma Wei Emma Zhang Pitawelayalage Dasun Dileepa Pitawela Yutong Qu Haojie Zhuang Hu Wang 34 3 0 13 Sep 2022
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization Ye Ma Lu Zong 32 0 0 16 Aug 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness Yun-Zhu Song Yi-Syuan Chen Hong-Han Shuai 43 20 0 04 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Cross-Media Scientific Research Achievements Retrieval Based on Deep Language Model Benzhi Wang M. Liang Feifei Kou Mingying Xu 37 1 0 29 Mar 2022
Web Page Content Extraction Based on Multi-feature Fusion Bowen Yu Junping Du Yingxia Shao 32 2 0 21 Mar 2022
An Intellectual Property Entity Recognition Method Based on Transformer and Technological Word Information Yuhui Wang Junping Du Yingxia Shao ViT 37 0 0 21 Mar 2022
Learning Cluster Patterns for Abstractive Summarization Sung-Guk Jo Jeong-Jae Kim Byung-Won On 24 3 0 22 Feb 2022
SgSum: Transforming Multi-document Summarization into Sub-graph Selection Moye Chen Wei Li Jiachen Liu Xinyan Xiao Hua Wu Haifeng Wang 40 22 0 25 Oct 2021
Dependency Structure for News Document Summarization Congbo Ma Wei Emma Zhang Hu Wang Shubham Gupta Mingyu Guo 27 2 0 23 Sep 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization Xinnuo Xu Ondrej Dusek Shashi Narayan Verena Rieser Ioannis Konstas HILM 28 6 0 22 Sep 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
Analysis of GraphSum's Attention Weights to Improve the Explainability of Multi-Document Summarization M. Hickmann Fabian Wurzberger Megi Hoxhalli Arne Lochner Jessica Töllich A. Scherp 19 1 0 19 May 2021
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 15 126 0 10 Nov 2020
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 261 1,436 0 22 Aug 2019