Imagen de Portada

SCPRM: A Schema-aware Cumulative Process Reward Model for Knowledge Graph Question Answering

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen, Jiujiu, Liu, Yazheng, Xie, Sihong, Xiong, Hui
Formato:	Preprint
Publicado:	2026
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

GFM4GA: Graph Foundation Model for Group Anomaly Detection
por: Chen, Jiujiu, et al.
Publicado: (2026)

A Differential Geometric View and Explainability of GNN on Evolving Graphs
por: Liu, Yazheng, et al.
Publicado: (2024)

Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering
por: Long, Xiao, et al.
Publicado: (2025)

Improving Long Text Understanding with Knowledge Distilled from Summarization Model
por: Liu, Yan, et al.
Publicado: (2024)

UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models
por: Li, Zhuoyang, et al.
Publicado: (2024)

DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering
por: Wang, Xinyi, et al.
Publicado: (2025)

A Schema-aware Logic Reformulation for Graph Reachability
por: Di Pierro, Davide, et al.
Publicado: (2024)

Conversational Question Answering with Reformulations over Knowledge Graph
por: Liu, Lihui, et al.
Publicado: (2023)

Temporal Knowledge Graph Question Answering: A Survey
por: Su, Miao, et al.
Publicado: (2024)

Enhancing Large Language Models with Pseudo- and Multisource- Knowledge Graphs for Open-ended Question Answering
por: Liu, Jiaxiang, et al.
Publicado: (2024)

Interpretable Question Answering with Knowledge Graphs
por: Aneja, Kartikeya, et al.
Publicado: (2025)

RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering
por: Um, Kaehyun, et al.
Publicado: (2026)

KGFR: A Foundation Retriever for Generalized Knowledge Graph Question Answering
por: Cui, Yuanning, et al.
Publicado: (2025)

RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
por: Gong, Zhaoyan, et al.
Publicado: (2025)

Enhancing Question Answering for Enterprise Knowledge Bases using Large Language Models
por: Jiang, Feihu, et al.
Publicado: (2024)

Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph
por: Huang, Rikui, et al.
Publicado: (2024)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
por: Xu, Yao, et al.
Publicado: (2024)

Perturbation-mitigated USV Navigation with Distributionally Robust Reinforcement Learning
por: Zhang, Zhaofan, et al.
Publicado: (2025)

Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
por: Ma, Xinyan, et al.
Publicado: (2026)

Fusing Knowledge and Language: A Comparative Study of Knowledge Graph-Based Question Answering with LLMs
por: Chaudhary, Vaibhav, et al.
Publicado: (2025)

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities
por: Ma, Chuangtao, et al.
Publicado: (2025)

Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs
por: Thompson, Travis, et al.
Publicado: (2025)

EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering
por: Long, Xiao, et al.
Publicado: (2025)

Reinforcement Learning for Conversational Question Answering over Knowledge Graph
por: Wu, Mi
Publicado: (2024)

Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering
por: Takahashi, Yu, et al.
Publicado: (2025)

Dynamic Few-Shot Learning for Knowledge Graph Question Answering
por: D'Abramo, Jacopo, et al.
Publicado: (2024)

Schema Generation for Large Knowledge Graphs Using Large Language Models
por: Zhang, Bohui, et al.
Publicado: (2025)

FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering
por: Sui, Yuan, et al.
Publicado: (2024)

PathISE: Learning Informative Path Supervision for Knowledge Graph Question Answering
por: Gao, Shengxiang, et al.
Publicado: (2026)

Bridging Dual Knowledge Graphs for Multi-Hop Question Answering in Construction Safety
por: Zhang, Yuxin, et al.
Publicado: (2025)

Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network
por: Xiong, Guanming
Publicado: (2020)

RoundTable: Leveraging Dynamic Schema and Contextual Autocomplete for Enhanced Query Precision in Tabular Question Answering
por: Kumar, Pratyush, et al.
Publicado: (2024)

Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
por: Tang, Xiaqiang, et al.
Publicado: (2024)

Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
por: Liu, Runxuan, et al.
Publicado: (2025)

A Knowledge-Injected Curriculum Pretraining Framework for Question Answering
por: Lin, Xin, et al.
Publicado: (2024)

Quantile Geometry Regularization for Distributional Reinforcement Learning
por: Zhang, Zhaofan, et al.
Publicado: (2026)

MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering
por: Xiong, Guanming, et al.
Publicado: (2025)

Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering
por: Liu, Jilong, et al.
Publicado: (2025)

Question Answering Over Spatio-Temporal Knowledge Graph
por: Dai, Xinbang, et al.
Publicado: (2024)

A Method for Multi-Hop Question Answering on Persian Knowledge Graph
por: Ghafouri, Arash, et al.
Publicado: (2025)