Cover Image

K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Yongrui, Huang, Yi, Liu, Yunchang, Zhang, Shenyu, He, Junhao, Wu, Tongtong, Qi, Guilin, Wu, Tianxing
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

Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning
by: Chen, Yongrui, et al.
Published: (2025)

Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge
by: Chen, Yongrui, et al.
Published: (2025)

StressEval: Failure-Driven Dynamic Benchmarking for Knowledge-Intensive Reasoning in Large Language Models
by: Chen, Yongrui, et al.
Published: (2026)

Embedding Ontologies via Incorporating Extensional and Intensional Knowledge
by: Wang, Keyu, et al.
Published: (2024)

OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases
by: Chen, Yongrui, et al.
Published: (2025)

Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs
by: Hu, Nan, et al.
Published: (2024)

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

DEE: Dual-stage Explainable Evaluation Method for Text Generation
by: Zhang, Shenyu, et al.
Published: (2024)

CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering
by: Wu, Yike, et al.
Published: (2024)

Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
by: Ding, Wenxuan, et al.
Published: (2023)

Large Language Models Can Better Understand Knowledge Graphs Than We Thought
by: Dai, Xinbang, et al.
Published: (2024)

KGroot: Enhancing Root Cause Analysis through Knowledge Graphs and Graph Convolutional Neural Networks
by: Wang, Tingting, et al.
Published: (2024)

MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation
by: Li, Yu, et al.
Published: (2024)

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

Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
by: Wang, Changyue, et al.
Published: (2025)

Knowledge Fusion via Bidirectional Information Aggregation
by: Zhai, Songlin, et al.
Published: (2025)

Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems
by: Zhang, Yuxin, et al.
Published: (2025)

KCoEvo: A Knowledge Graph Augmented Framework for Evolutionary Code Generation
by: Kang, Jiazhen, et al.
Published: (2026)

Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)

Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models
by: Jin, Rihui, et al.
Published: (2025)

Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models
by: Feng, Shangbin, et al.
Published: (2023)

MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing
by: Li, Jiaqi, et al.
Published: (2024)

Continual Multimodal Knowledge Graph Construction
by: Chen, Xiang, et al.
Published: (2023)

DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
by: Chen, Yongrui, et al.
Published: (2023)

UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers
by: Min, Dehai, et al.
Published: (2024)

Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs
by: Li, Yu, et al.
Published: (2025)

LLM-Guided Knowledge Distillation for Temporal Knowledge Graph Reasoning
by: Xing, Wang, et al.
Published: (2026)

Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
by: Han, Haoyu, et al.
Published: (2025)

Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
by: Wu, Tianxing, et al.
Published: (2025)

Multi-hop Reasoning via Early Knowledge Alignment
by: Wang, Yuxin, et al.
Published: (2025)

MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
by: He, Zhitao, et al.
Published: (2025)

Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
by: Shi, Yaorui, et al.
Published: (2025)

Knowledge Distillation for Temporal Knowledge Graph Reasoning with Large Language Models
by: Xing, Wang, et al.
Published: (2026)

Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data
by: Wu, Xue, et al.
Published: (2024)

Continual Speech Learning with Fused Speech Features
by: Wang, Guitao, et al.
Published: (2025)

Structure-Grounded Knowledge Retrieval via Code Dependencies for Multi-Step Data Reasoning
by: Huang, Xinyi
Published: (2026)

Logical Structure as Knowledge: Enhancing LLM Reasoning via Structured Logical Knowledge Density Estimation
by: Bi, Zhen, et al.
Published: (2025)

VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge
by: Song, Yueqi, et al.
Published: (2025)

Resolving Knowledge Conflicts in Large Language Models
by: Wang, Yike, et al.
Published: (2023)

Procedural Knowledge at Scale Improves Reasoning
by: Wu, Di, et al.
Published: (2026)