Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
Fuente:
arXiv
Guardado en:
| Autores principales: | Ma, Xinyan, Ou, Xianhao, Zhang, Weihao, Jiang, Shixin, Liu, Runxuan, Tu, Dandan, Chen, Lei, Liu, Ming, Qin, Bing |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration
por: Xu, Haoyuan, et al.
Publicado: (2026)
por: Xu, Haoyuan, et al.
Publicado: (2026)
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
por: Liu, Runxuan, et al.
Publicado: (2026)
por: Liu, Runxuan, et al.
Publicado: (2026)
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
por: Liu, Runxuan, et al.
Publicado: (2025)
por: Liu, Runxuan, et al.
Publicado: (2025)
HTAA: Enhancing LLM Planning via Hybrid Toolset Agentization & Adaptation
por: Huang, Chengrui, et al.
Publicado: (2026)
por: Huang, Chengrui, et al.
Publicado: (2026)
SAGE-LLM: Towards Safe and Generalizable LLM Controller with Fuzzy-CBF Verification and Graph-Structured Knowledge Retrieval for UAV Decision
por: Zhao, Wenzhe, et al.
Publicado: (2026)
por: Zhao, Wenzhe, et al.
Publicado: (2026)
Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
por: Ma, Chuangtao, et al.
Publicado: (2025)
por: Ma, Chuangtao, et al.
Publicado: (2025)
Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering
por: Zhu, Jiajun, et al.
Publicado: (2025)
por: Zhu, Jiajun, et al.
Publicado: (2025)
Perception Without Engagement: Dissecting the Causal Discovery Deficit in LMMs
por: Liang, Jiafeng, et al.
Publicado: (2026)
por: Liang, Jiafeng, et al.
Publicado: (2026)
Knowledge Dependency Estimation for Reliable Question Answering
por: Tong, Chaodong, et al.
Publicado: (2026)
por: Tong, Chaodong, et al.
Publicado: (2026)
Schema-Agnostic Knowledge Graph Construction via Hybrid Ontology Discovery for Cyber Threat Intelligence
por: Kim, Seonwoo, et al.
Publicado: (2026)
por: Kim, Seonwoo, et al.
Publicado: (2026)
Demonstrating Online Schema Alignment in Decentralized Knowledge Graphs Querying
por: Tam, Bryan-Elliott, et al.
Publicado: (2026)
por: Tam, Bryan-Elliott, et al.
Publicado: (2026)
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
por: Cornelio, Cristina, et al.
Publicado: (2025)
por: Cornelio, Cristina, et al.
Publicado: (2025)
Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering
por: Takahashi, Yu, et al.
Publicado: (2025)
por: Takahashi, Yu, et al.
Publicado: (2025)
SCPRM: A Schema-aware Cumulative Process Reward Model for Knowledge Graph Question Answering
por: Chen, Jiujiu, et al.
Publicado: (2026)
por: Chen, Jiujiu, et al.
Publicado: (2026)
Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement
por: Xu, Yiming, et al.
Publicado: (2026)
por: Xu, Yiming, et al.
Publicado: (2026)
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
por: Bai, Jiaxin, et al.
Publicado: (2025)
por: Bai, Jiaxin, et al.
Publicado: (2025)
Scene-Aware Memory Discrimination: Deciding Which Personal Knowledge Stays
por: Zhong, Yijie, et al.
Publicado: (2026)
por: Zhong, Yijie, et al.
Publicado: (2026)
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
por: Peng, Miao, et al.
Publicado: (2022)
por: Peng, Miao, et al.
Publicado: (2022)
Evolving Triple Knowledge-Augmented LLMs for Code Translation in Repository Context
por: Ou, Guangsheng, et al.
Publicado: (2025)
por: Ou, Guangsheng, et al.
Publicado: (2025)
Schema Generation for Large Knowledge Graphs Using Large Language Models
por: Zhang, Bohui, et al.
Publicado: (2025)
por: Zhang, Bohui, et al.
Publicado: (2025)
NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM
por: Lan, Jiayin, et al.
Publicado: (2025)
por: Lan, Jiayin, et al.
Publicado: (2025)
A Hybrid Knowledge-Grounded Framework for Safety and Traceability in Prescription Verification
por: Zhu, Yichi, et al.
Publicado: (2026)
por: Zhu, Yichi, et al.
Publicado: (2026)
DIAL-KG: Schema-Free Incremental Knowledge Graph Construction via Dynamic Schema Induction and Evolution-Intent Assessment
por: Bao, Weidong, et al.
Publicado: (2026)
por: Bao, Weidong, et al.
Publicado: (2026)
PyGraft: Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
por: Hubert, Nicolas, et al.
Publicado: (2023)
por: Hubert, Nicolas, et al.
Publicado: (2023)
Return of the Schema: Building Complete Datasets for Machine Learning and Reasoning on Knowledge Graphs
por: Diliso, Ivan, et al.
Publicado: (2026)
por: Diliso, Ivan, et al.
Publicado: (2026)
An In-Context Schema Understanding Method for Knowledge Base Question Answering
por: Liu, Yantao, et al.
Publicado: (2023)
por: Liu, Yantao, et al.
Publicado: (2023)
Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
por: Pan, Jiqun, et al.
Publicado: (2025)
por: Pan, Jiqun, et al.
Publicado: (2025)
NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning
por: Yin, Ming, et al.
Publicado: (2024)
por: Yin, Ming, et al.
Publicado: (2024)
STCKGE:Continual Knowledge Graph Embedding Based on Spatial Transformation
por: Wang, Xinyan, et al.
Publicado: (2025)
por: Wang, Xinyan, et al.
Publicado: (2025)
Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese
por: Wang, Haochun, et al.
Publicado: (2023)
por: Wang, Haochun, et al.
Publicado: (2023)
Verification with Common Knowledge of Rationality for Graph Games
por: Nakanishi, Rindo, et al.
Publicado: (2024)
por: Nakanishi, Rindo, et al.
Publicado: (2024)
Flow-Modulated Scoring for Semantic-Aware Knowledge Graph Completion
por: Li, Siyuan, et al.
Publicado: (2025)
por: Li, Siyuan, et al.
Publicado: (2025)
Embedding Reliability Verification Constraints into Generation Expansion Planning
por: Liu, Peng, et al.
Publicado: (2025)
por: Liu, Peng, et al.
Publicado: (2025)
DisasterLex: An Expert Concept-to-Schema Knowledge Graph for Geospatial Reasoning in Disaster Analytics
por: Xiao, Yiming, et al.
Publicado: (2026)
por: Xiao, Yiming, et al.
Publicado: (2026)
ReliK: A Reliability Measure for Knowledge Graph Embeddings
por: Egger, Maximilian K., et al.
Publicado: (2024)
por: Egger, Maximilian K., et al.
Publicado: (2024)
Revisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimization
por: Huang, Haoben, et al.
Publicado: (2026)
por: Huang, Haoben, et al.
Publicado: (2026)
From Graph Retrieval to Schema Realization: Counterfactual Validation for Text-to-SPARQL over Heterogeneous Knowledge Graphs
por: Zhao, Yang, et al.
Publicado: (2025)
por: Zhao, Yang, et al.
Publicado: (2025)
CORE-Acu: Structured Reasoning Traces and Knowledge Graph Safety Verification for Acupuncture Clinical Decision Support
por: Xu, Liuyi, et al.
Publicado: (2026)
por: Xu, Liuyi, et al.
Publicado: (2026)
Scientific Knowledge-driven Decoding Constraints Improving the Reliability of LLMs
por: Ma, Maotian, et al.
Publicado: (2026)
por: Ma, Maotian, et al.
Publicado: (2026)
From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction
por: Petrov, Alex, et al.
Publicado: (2026)
por: Petrov, Alex, et al.
Publicado: (2026)
Ejemplares similares
-
The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration
por: Xu, Haoyuan, et al.
Publicado: (2026) -
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
por: Liu, Runxuan, et al.
Publicado: (2026) -
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
por: Liu, Runxuan, et al.
Publicado: (2025) -
HTAA: Enhancing LLM Planning via Hybrid Toolset Agentization & Adaptation
por: Huang, Chengrui, et al.
Publicado: (2026) -
SAGE-LLM: Towards Safe and Generalizable LLM Controller with Fuzzy-CBF Verification and Graph-Structured Knowledge Retrieval for UAV Decision
por: Zhao, Wenzhe, et al.
Publicado: (2026)