Graph-based Neural Multi-Document Summarization

20 June 2017

Papers citing "Graph-based Neural Multi-Document Summarization"

40 / 40 papers shown

Title
Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning Xiaoxin He Xavier Bresson T. Laurent Adam Perold Yann LeCun Bryan Hooi 33 73 0 31 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
An entity-guided text summarization framework with relational heterogeneous graph neural network Jingqiang Chen 21 4 0 07 Feb 2023
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order Preslav Nakov Li Mingzhe Shen Gao Zhangming Chan Dongyan Zhao Xin Gao Xiangliang Zhang Rui Yan 157 4 0 02 Jan 2023
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages Lakshmi Sireesha Vakada Anudeep Ch Mounika Marreddy S. Oota R. Mamidi 24 1 0 25 Dec 2022
HEGEL: Hypergraph Transformer for Long Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang 35 44 0 09 Oct 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 83 122 0 03 Jul 2022
A Graph Enhanced BERT Model for Event Prediction Li Du Xiao Ding Yue Zhang Kai Xiong Ting Liu Bing Qin 30 10 0 22 May 2022
CORWA: A Citation-Oriented Related Work Annotation Dataset Xiangci Li Biswadip Mandal Jessica Ouyang 33 18 0 07 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
LinkBERT: Pretraining Language Models with Document Links Michihiro Yasunaga J. Leskovec Percy Liang KELM 29 353 0 29 Mar 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 36 0 0 14 Jan 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
Automatic Text Extractive Summarization Based on Graph and Pre-trained Language Model Attention Yuanze Lin Jinwen Ma GNN 25 1 0 10 Oct 2021
StreamHover: Livestream Transcript Summarization and Annotation Sangwoo Cho Franck Dernoncourt Timothy Jeewun Ganter Trung Bui Nedim Lipka Walter Chang Hailin Jin Jonathan Brandt H. Foroosh Fei Liu 3DGS AI4TS 24 29 0 11 Sep 2021
Multiplex Graph Neural Network for Extractive Text Summarization Baoyu Jing Zeyu You Tao Yang Wei Fan Hanghang Tong 23 43 0 29 Aug 2021
Coreference-Aware Dialogue Summarization Zhengyuan Liu Ke Shi Nancy F. Chen 27 59 0 16 Jun 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
What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research Maartje ter Hoeve Julia Kiseleva Maarten de Rijke 38 7 0 14 Dec 2020
Extractive Opinion Summarization in Quantized Transformer Spaces Stefanos Angelidis Reinald Kim Amplayo Yoshihiko Suhara Xiaolan Wang Mirella Lapata MQ 31 110 0 08 Dec 2020
WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Hiroaki Hayashi Prashant Budania Peng Wang Chris Ackerson Raj Neervannan Graham Neubig 34 64 0 16 Nov 2020
Multi-document Summarization via Deep Learning Techniques: A Survey Congbo Ma W. Zhang Mingyu Guo Hu Wang Quan Z. Sheng 13 126 0 10 Nov 2020
Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning Yuning Mao Yanru Qu Yiqing Xie Xiang Ren Jiawei Han AI4TS 23 46 0 30 Sep 2020
Neural Topic Modeling by Incorporating Document Relationship Graph Deyu Zhou Xuemeng Hu Rui Wang 22 22 0 29 Sep 2020
Massive Multi-Document Summarization of Product Reviews with Weak Supervision Ori Shapira Ran Levy ELM 36 12 0 22 Jul 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal D. Ghalandari Chris Hokamp N. Pham John Glover Georgiana Ifrim 21 108 0 20 May 2020
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga Percy Liang LRM 37 172 0 20 May 2020
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 43 278 0 30 Oct 2019
Learning to Create Sentence Semantic Relation Graphs for Multi-Document Summarization Diego Antognini Boi Faltings 27 22 0 20 Sep 2019
Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity Penghui Wei Nan Xu Wenji Mao 33 72 0 18 Sep 2019
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks Shashi Narayan Shay B. Cohen Mirella Lapata AILaw 31 18 0 19 Jul 2019
Multimodal Abstractive Summarization for How2 Videos Shruti Palaskar Jindrich Libovický Spandana Gella Florian Metze 22 95 0 19 Jun 2019
Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization Sangwoo Cho Logan Lebanoff H. Foroosh Fei Liu 30 53 0 31 May 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 16 294 0 30 May 2019
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases Zhiqing Sun Jian Tang Pan Du Zhihong Deng Jian-Yun Nie 19 53 0 19 May 2019
Guiding Extractive Summarization with Question-Answering Rewards Kristjan Arumae Fei Liu 31 33 0 04 Apr 2019
Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization Logan Lebanoff Kaiqiang Song Fei Liu 22 156 0 19 Aug 2018
Latent Semantic Analysis Approach for Document Summarization Based on Word Embeddings Kamal Al-Sabahi Zuping Zhang Kang Yang 19 9 0 08 Jul 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,255 0 14 Nov 2016