Image de couverture de livre

HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Jia, Runsong, Wu, Mengjia, Ding, Ying, Lu, Jie, Zhang, Yi
Format:	Preprint
Publié:	2025
Sujets:	Social and Information Networks
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

AI-Enhanced Multi-Dimensional Measurement of Technological Convergence through Heterogeneous Graph and Semantic Learning
par: Deng, Siming, et autres
Publié: (2025)

From Newborn to Impact: Bias-Aware Citation Prediction
par: Lu, Mingfei, et autres
Publié: (2025)

Two Birds with One Stone: Improving Rumor Detection by Addressing the Unfairness Issue
par: Chen, Junyi, et autres
Publié: (2024)

HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness
par: Zhao, Zeyuan, et autres
Publié: (2023)

GCoT: Chain-of-Thought Prompt Learning for Graphs
par: Yu, Xingtong, et autres
Publié: (2025)

HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks
par: Mao, Xuqi, et autres
Publié: (2025)

Subgraph Retrieval Enhanced by Graph-Text Alignment for Commonsense Question Answering
par: Peng, Boci, et autres
Publié: (2024)

GCoT-Decoding: Unlocking Deep Reasoning Paths for Universal Question Answering
par: Luo, Guanran, et autres
Publié: (2026)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
par: Ni, Tengjun, et autres
Publié: (2025)

Effects of Same-Race Mentorship Preferences on Academic Performance and Survival
par: Liu, Meijun, et autres
Publié: (2023)

HetDAPAC: Distributed Attribute-Based Private Access Control with Heterogeneous Attributes
par: Meel, Shreya, et autres
Publié: (2024)

Retrieval Augmented Generation Based LLM Evaluation For Protocol State Machine Inference With Chain-of-Thought Reasoning
par: Maklad, Youssef, et autres
Publié: (2025)

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
par: Yang, Zukang, et autres
Publié: (2024)

Enhancing Homophily-Heterophily Separation: Relation-Aware Learning in Heterogeneous Graphs
par: Zheng, Ziyu, et autres
Publié: (2025)

MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering
par: Wang, Ziyu, et autres
Publié: (2025)

Heterogeneous Social Event Detection via Hyperbolic Graph Representations
par: Qiu, Zitai, et autres
Publié: (2023)

Faithful Temporal Question Answering over Heterogeneous Sources
par: Jia, Zhen, et autres
Publié: (2024)

AceMap: Knowledge Discovery through Academic Graph
par: Wang, Xinbing, et autres
Publié: (2024)

GRAPHIA: Harnessing Social Graph Data to Enhance LLM-Based Social Simulation
par: Ji, Jiarui, et autres
Publié: (2025)

Moderating New Waves of Online Hate with Chain-of-Thought Reasoning in Large Language Models
par: Vishwamitra, Nishant, et autres
Publié: (2023)

LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs
par: Wang, Kai, et autres
Publié: (2024)

To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
par: Zhan, Zaifu, et autres
Publié: (2026)

Evaluating the Ebb and Flow: An In-depth Analysis of Question-Answering Trends across Diverse Platforms
par: Hazra, Rima, et autres
Publié: (2023)

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs
par: Jin, Bowen, et autres
Publié: (2024)

Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval
par: Ding, Wentao, et autres
Publié: (2024)

Forecasting the Buzz: Enriching Hashtag Popularity Prediction with LLM Reasoning
par: Xu, Yifei, et autres
Publié: (2025)

On the Cross-type Homophily of Heterogeneous Graphs: Understanding and Unleashing
par: Tao, Zhen, et autres
Publié: (2025)

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
par: Wang, Junda, et autres
Publié: (2024)

Research On CODP Localization Decision Model Of Automotive Supply Chain Based On Delayed Manufacturing Strategy
par: Ding, Junchun
Publié: (2025)

DAG: Deep Adaptive and Generative $K$-Free Community Detection on Attributed Graphs
par: Liu, Chang, et autres
Publié: (2025)

The Missing Link: Joint Legal Citation Prediction using Heterogeneous Graph Enrichment
par: Wendlinger, Lorenz, et autres
Publié: (2025)

Masked Language Models are Good Heterogeneous Graph Generalizers
par: Yang, Jinyu, et autres
Publié: (2025)

On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing
par: Wang, Jianwei, et autres
Publié: (2025)

SCoTER: Structured Chain-of-Thought Transfer for Enhanced Recommendation
par: Jiang, Jie, et autres
Publié: (2025)

Chain-of-Thought Reasoning Enhances In-Context Learning for LLM-Based Mobile Traffic Prediction
par: Ghadaksaz, MohammadMahdi, et autres
Publié: (2026)

Gender Disparities in StackOverflow's Community-Based Question Answering: A Matter of Quantity versus Quality
par: Amendola, Maddalena, et autres
Publié: (2026)

Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly Detection
par: Li, Xiping, et autres
Publié: (2025)

A GAN Approach for Node Embedding in Heterogeneous Graphs Using Subgraph Sampling
par: Hsu, Hung-Chun, et autres
Publié: (2023)

Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
par: Li, Zijian, et autres
Publié: (2024)

From Ecological Connectivity to Outbreak Risk: A Heterogeneous Graph Network for Epidemiological Reasoning under Sparse Spatiotemporal Data
par: Stone, Haley, et autres
Publié: (2026)