Cover Image

Query-Conditioned Knowledge Alignment for Reliable Cross-System Medical Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Jiao, Yan, Xu, Jingran, Ho, Pin-Han, Peng, Limei
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SNOMED CT-powered Knowledge Graphs for Structured Clinical Data and Diagnostic Reasoning
by: Liu, Dun, et al.
Published: (2025)

Quantifying Cross-Query Contradictions in Multi-Query LLM Reasoning
by: Salla, Rohit Kumar, et al.
Published: (2026)

Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment
by: Xu, Kaishuai, et al.
Published: (2024)

Confidence-Aware Alignment Makes Reasoning LLMs More Reliable
by: Chen, Kejia, et al.
Published: (2026)

From Clicks to Preference: A Multi-stage Alignment Framework for Generative Query Suggestion in Conversational System
by: Yin, Junhao, et al.
Published: (2025)

RGAlign-Rec: Ranking-Guided Alignment for Latent Query Reasoning in Recommendation Systems
by: Liu, Junhua, et al.
Published: (2026)

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction
by: Huang, Xiang, et al.
Published: (2024)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
by: Wang, Bin, et al.
Published: (2023)

MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs
by: Wu, Juncheng, et al.
Published: (2025)

Reason Analogically via Cross-domain Prior Knowledge: An Empirical Study of Cross-domain Knowledge Transfer for In-Context Learning
by: Liu, Le, et al.
Published: (2026)

Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs
by: Xu, Yao, et al.
Published: (2023)

Query-Enhanced Adaptive Semantic Path Reasoning for Inductive Knowledge Graph Completion
by: Sun, Kai, et al.
Published: (2024)

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
by: Fang, Tianqing, et al.
Published: (2024)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese
by: Wang, Haochun, et al.
Published: (2023)

Cross-platform Product Matching Based on Entity Alignment of Knowledge Graph with RAEA model
by: Liu, Wenlong, et al.
Published: (2025)

Cross-Session Decoding of Neural Spiking Data via Task-Conditioned Latent Alignment
by: Zhao, Canyang, et al.
Published: (2026)

Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
by: Thakkar, Megh, et al.
Published: (2024)

Standard Applicability Judgment and Cross-jurisdictional Reasoning: A RAG-based Framework for Medical Device Compliance
by: Han, Yu, et al.
Published: (2025)

SURE-Med: Systematic Uncertainty Reduction for Enhanced Reliability in Medical Report Generation
by: Gu, Yuhang, et al.
Published: (2025)

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs
by: Xiao, Yilin, et al.
Published: (2025)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment
by: Lin, Geyu, et al.
Published: (2024)

Combating the Bucket Effect:Multi-Knowledge Alignment for Medication Recommendation
by: Li, Xiang, et al.
Published: (2025)

GSCE: A Prompt Framework with Enhanced Reasoning for Reliable LLM-driven Drone Control
by: Wang, Wenhao, et al.
Published: (2025)

Extracting and Understanding the Superficial Knowledge in Alignment
by: Chen, Runjin, et al.
Published: (2025)

HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses
by: Jiang, Xinke, et al.
Published: (2023)

Query-Conditioned Graph Retrieval for Contextualized LLM Reasoning in Personalized Wearable Data
by: Lu, Zhenyu, et al.
Published: (2026)

LiveCLKTBench: Towards Reliable Evaluation of Cross-Lingual Knowledge Transfer in Multilingual LLMs
by: Guo, Pei-Fu, et al.
Published: (2025)

Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective
by: Liu, Lihui, et al.
Published: (2024)

Haibu Mathematical-Medical Intelligent Agent:Enhancing Large Language Model Reliability in Medical Tasks via Verifiable Reasoning Chains
by: Zhang, Yilun, et al.
Published: (2025)

DiffusionGS: Generative Search with Query Conditioned Diffusion in Kuaishou
by: Li, Qinyao, et al.
Published: (2025)

REAL: Resolving Knowledge Conflicts in Knowledge-Intensive Visual Question Answering via Reasoning-Pivot Alignment
by: Ye, Kai, et al.
Published: (2026)

Quark Medical Alignment: A Holistic Multi-Dimensional Alignment and Collaborative Optimization Paradigm
by: Xu, Tianxiang, et al.
Published: (2026)

Automated Rubrics for Reliable Evaluation of Medical Dialogue Systems
by: Chen, Yinzhu, et al.
Published: (2026)

GraphAide: Advanced Graph-Assisted Query and Reasoning System
by: Purohit, Sumit, et al.
Published: (2024)

Align Your Query: Representation Alignment for Multimodality Medical Object Detection
by: Seo, Ara, et al.
Published: (2025)

Case-Aware Medical Image Classification with Multimodal Knowledge Graphs and Reliability-Guided Refinement
by: Xu, Yiming, et al.
Published: (2026)

Disentangling Reasoning and Knowledge in Medical Large Language Models
by: Thapa, Rahul, et al.
Published: (2025)

TDA-RC: Task-Driven Alignment for Knowledge-Based Reasoning Chains in Large Language Models
by: Zhang, Jiaquan, et al.
Published: (2026)

MedRule-KG: A Knowledge-Graph--Steered Scaffold for Reliable Mathematical and Biomedical Reasoning
by: Su, Crystal
Published: (2025)

Reasoned Safety Alignment: Ensuring Jailbreak Defense via Answer-Then-Check
by: Cao, Chentao, et al.
Published: (2025)