Cover Image

StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yuan, Haohan, Hong, Sukhwa, Zhang, Haopeng
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Understanding LLM Reasoning for Abstractive Summarization
by: Yuan, Haohan, et al.
Published: (2025)

DomainSum: A Hierarchical Benchmark for Fine-Grained Domain Shift in Abstractive Text Summarization
by: Yuan, Haohan, et al.
Published: (2024)

SumHiS: Extractive Summarization Exploiting Hidden Structure
by: Pavel, Tikhonov, et al.
Published: (2024)

GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization
by: Bugueño, Margarita, et al.
Published: (2024)

OrderSum: Semantic Sentence Ordering for Extractive Summarization
by: Kwon, Taewan, et al.
Published: (2025)

A Structure-aware Generative Model for Biomedical Event Extraction
by: Yuan, Haohan, et al.
Published: (2024)

Scaling Up Summarization: Leveraging Large Language Models for Long Text Extractive Summarization
by: Hemamou, Léo, et al.
Published: (2024)

Leveraging Discourse Structure for Extractive Meeting Summarization
by: Rennard, Virgile, et al.
Published: (2024)

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
by: Parmar, Mihir, et al.
Published: (2024)

HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
by: Ruan, Qian, et al.
Published: (2022)

ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
by: Sibue, Mathieu, et al.
Published: (2026)

StrucText-Eval: Evaluating Large Language Model's Reasoning Ability in Structure-Rich Text
by: Gu, Zhouhong, et al.
Published: (2024)

Hybrid Extractive Abstractive Summarization for Multilingual Sentiment Analysis
by: Krasitskii, Mikhail, et al.
Published: (2025)

Headline-Guided Extractive Summarization for Thai News Articles
by: Kositcharoensuk, Pimpitchaya, et al.
Published: (2024)

Wi-Chat: Large Language Model Powered Wi-Fi Sensing
by: Zhang, Haopeng, et al.
Published: (2025)

SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization
by: To, Huy Quoc, et al.
Published: (2024)

Query-Focused Extractive Summarization for Sentiment Explanation
by: Moubtahij, Ahmed, et al.
Published: (2025)

Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space
by: Park, Seongmin, et al.
Published: (2024)

ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization
by: Wu, Xixi, et al.
Published: (2025)

Sentiment-Aware Extractive and Abstractive Summarization for Unstructured Text Mining
by: Liu, Junyi, et al.
Published: (2025)

AugAbEx : Way Forward for Extractive Case Summarization
by: Bindal, Purnima, et al.
Published: (2025)

A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models
by: Zhang, Haopeng, et al.
Published: (2024)

Fair Summarization: Bridging Quality and Diversity in Extractive Summaries
by: Nezhad, Sina Bagheri, et al.
Published: (2024)

Incremental Extractive Opinion Summarization Using Cover Trees
by: Chowdhury, Somnath Basu Roy, et al.
Published: (2024)

Struc-EMB: The Potential of Structure-Aware Encoding in Language Embeddings
by: Liu, Shikun, et al.
Published: (2025)

Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?
by: Tang, Xiangru, et al.
Published: (2023)

Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization
by: Akter, Mousumi, et al.
Published: (2023)

Efficient Extractive Summarization with MAMBA-Transformer Hybrids for Low-Resource Scenarios
by: Khayi, Nisrine Ait
Published: (2026)

State Space Models for Extractive Summarization in Low Resource Scenarios
by: Khayi, Nisrine Ait
Published: (2025)

Integrating Supervised Extractive and Generative Language Models for Suicide Risk Evidence Summarization
by: Tanaka, Rika, et al.
Published: (2024)

From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization
by: Barta, Botond, et al.
Published: (2024)

Cross-Modal State-Space Graph Reasoning for Structured Summarization
by: Kim, Hannah, et al.
Published: (2025)

A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods
by: Tao, Dehao, et al.
Published: (2021)

LongSumEval: Question-Answering Based Evaluation and Feedback-Driven Refinement for Long Document Summarization
by: Nguyen, Huyen, et al.
Published: (2026)

Automatic Summarization of Long Documents
by: Chhibbar, Naman, et al.
Published: (2024)

Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework
by: Wu, Yuping, et al.
Published: (2024)

MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization
by: Zhang, Yongbing, et al.
Published: (2025)

DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization
by: Chau, Phan Phuong Mai, et al.
Published: (2024)

NexusSum: Hierarchical LLM Agents for Long-Form Narrative Summarization
by: Kim, Hyuntak, et al.
Published: (2025)

Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
by: Wang, Weixuan, et al.
Published: (2025)