HEGEL: Hypergraph Transformer for Long Document Summarization

9 October 2022

Papers citing "HEGEL: Hypergraph Transformer for Long Document Summarization"

32 / 32 papers shown

Title
StructFormer: Document Structure-based Masked Attention and its Impact on Language Model Pre-Training Kaustubh Ponkshe Venkatapathy Subramanian Natwar Modani Ganesh Ramakrishnan 68 0 0 25 Nov 2024
GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization M. Bugueño Hazem Abou Hamdan Gerard de Melo 22 0 0 25 Oct 2024
DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization Haohan Yuan Haopeng Zhang 26 1 0 21 Oct 2024
T3: A Novel Zero-shot Transfer Learning Framework Iteratively Training on an Assistant Task for a Target Task Xindi Tong Yujin Zhu Shijian Fan Liang Xu 54 1 0 26 Sep 2024
CSPS: A Communication-Efficient Sequence-Parallelism based Serving System for Transformer based Models with Long Prompts Zeyu Zhang Haiying Shen VLM 24 0 0 23 Sep 2024
Improving Faithfulness of Large Language Models in Summarization via Sliding Generation and Self-Consistency Taiji Li Zhi Li Yin Zhang HILM 30 5 0 31 Jul 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 35 0 0 11 Jul 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 35 16 0 17 Jun 2024
Hierarchical Attention Graph for Scientific Document Summarization in Global and Local Level Chenlong Zhao Xiwen Zhou Xiaopeng Xie Yong Zhang 24 3 0 16 May 2024
NextLevelBERT: Masked Language Modeling with Higher-Level Representations for Long Documents Tamara Czinczoll Christoph Hones Maximilian Schall Gerard de Melo 35 2 0 27 Feb 2024
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Xiuying Chen Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 70 2 0 22 Feb 2024
Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey Yunpeng Huang Jingwei Xu Junyu Lai Zixu Jiang Taolue Chen ... Xiaoxing Ma Lijuan Yang Zhou Xin Shupeng Li Penghao Zhao LLMAG KELM 31 54 0 21 Nov 2023
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection Daeun Lee Sejung Son Hyolim Jeon Seungbae Kim Jinyoung Han 16 3 0 18 Oct 2023
Core Building Blocks: Next Gen Geo Spatial GPT Application Ashley Fernandez Swaraj Dube 16 5 0 17 Oct 2023
Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights for Improved Representation Khaled Mohammed Saifuddin M. E. Aktas Esra Akbas 22 1 0 14 Oct 2023
Prototype-Enhanced Hypergraph Learning for Heterogeneous Information Networks Shuai Wang Jiayi Shen Athanasios Efthymiou S. Rudinac Monika Kackovic N. Wijnberg M. Worring 21 0 0 22 Sep 2023
Unsupervised Multi-document Summarization with Holistic Inference Haopeng Zhang Sangwoo Cho Kaiqiang Song Xiaoyang Wang Hongwei Wang Jiawei Zhang Dong Yu 21 3 0 08 Sep 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 8 9 0 01 Jun 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization Haopeng Zhang Xiao Liu Jiawei Zhang AILaw 14 9 0 31 May 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 26 17 0 25 May 2023
SummIt: Iterative Text Summarization via ChatGPT Haopeng Zhang Xiao Liu Jiawei Zhang 33 64 0 24 May 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning Nayeon Kim Yinhua Piao Sun Kim 16 3 0 16 May 2023
DiffuSum: Generation Enhanced Extractive Summarization with Diffusion Haopeng Zhang Xiao Liu Jiawei Zhang DiffM 67 40 0 02 May 2023
Extractive Summarization via ChatGPT for Faithful Summary Generation Haopeng Zhang Xiao Liu Jiawei Zhang 38 76 0 09 Apr 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 19 53 0 28 Feb 2023
Inverse Reinforcement Learning for Text Summarization Yujiao Fu Deyi Xiong Yue Dong 37 4 0 19 Dec 2022
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions Yang Zhong Diane Litman 13 5 0 06 Nov 2022
Leveraging Information Bottleneck for Scientific Document Summarization Jiaxin Ju Ming Liu Huan Yee Koh Yuan Jin Lan Du Shirui Pan 59 13 0 04 Oct 2021
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models Sandeep Subramanian Raymond Li Jonathan Pilault C. Pal 233 215 0 07 Sep 2019
Text Summarization with Pretrained Encoders Yang Liu Mirella Lapata MILM 254 1,431 0 22 Aug 2019
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 207 1,254 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 170 3,509 0 10 Jun 2015