Image de couverture de livre

A Multi-granularity Concept Sparse Activation and Hierarchical Knowledge Graph Fusion Framework for Rare Disease Diagnosis

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Zhang, Mingda, Zhao, Na, Qin, Jianglong, Ye, Guoyu, Tang, Ruixiang
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence Computation and Language 68T50, 92C50, 68T05 J.3; I.2.7; H.3.3; I.2.1
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

An Integrated Framework of Prompt Engineering and Multidimensional Knowledge Graphs for Legal Dispute Analysis
par: Zhang, Mingda, et autres
Publié: (2025)

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis
par: Amamou, Hazem, et autres
Publié: (2026)

GE-Chat: A Graph Enhanced RAG Framework for Evidential Response Generation of LLMs
par: Da, Longchao, et autres
Publié: (2025)

ByteRover: Agent-Native Memory Through LLM-Curated Hierarchical Context
par: Nguyen, Andy, et autres
Publié: (2026)

Fact Grounded Attention: Eliminating Hallucination in Large Language Models Through Attention Level Knowledge Integration
par: Gupta, Aayush
Publié: (2025)

DPDisc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text
par: Zhang, Liangliang, et autres
Publié: (2025)

BMAM: Brain-inspired Multi-Agent Memory Framework
par: Li, Yang, et autres
Publié: (2026)

LemmaBench: A Live, Research-Level Benchmark to Evaluate LLM Capabilities in Mathematics
par: Peyronnet, Antoine, et autres
Publié: (2026)

RHealthTwin: Towards Responsible and Multimodal Digital Twins for Personalized Well-being
par: Ferdousi, Rahatara, et autres
Publié: (2025)

Mubeen AI: A Specialized Arabic Language Model for Heritage Preservation and User Intent Understanding
par: Aljafari, Mohammed, et autres
Publié: (2025)

A Case Study of Balanced Query Recommendation on Wikipedia
par: Mishra, Harshit, et autres
Publié: (2025)

MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific-Source Retrieval
par: Bakagianni, Juli, et autres
Publié: (2026)

IndoBERT-Sentiment: Context-Conditioned Sentiment Classification for Indonesian Text
par: Saputra, Muhammad Apriandito Arya, et autres
Publié: (2026)

IndoBERT-Relevancy: A Context-Conditioned Relevancy Classifier for Indonesian Text
par: Saputra, Muhammad Apriandito Arya, et autres
Publié: (2026)

Optimizing Retrieval-Augmented Generation (RAG) for Colloquial Cantonese: A LoRA-Based Systematic Review
par: Calonge, David Santandreu, et autres
Publié: (2025)

EdgeJury: Cross-Reviewed Small-Model Ensembles for Truthful Question Answering on Serverless Edge Inference
par: Kumar, Aayush
Publié: (2025)

AI Agents-as-Judge: Automated Assessment of Accuracy, Consistency, Completeness and Clarity for Enterprise Documents
par: Dasgupta, Sudip, et autres
Publié: (2025)

A Computational Approach to Modeling Conversational Systems: Analyzing Large-Scale Quasi-Patterned Dialogue Flows
par: Ammar, Mohamed Achref Ben, et autres
Publié: (2025)

EasyNER: A Customizable Easy-to-Use Pipeline for Deep Learning- and Dictionary-based Named Entity Recognition from Medical and Life Science Text
par: Ahmed, Rafsan, et autres
Publié: (2023)

An Ensemble Embedding Approach for Improving Semantic Caching Performance in LLM-based Systems
par: Ghaffari, Shervin, et autres
Publié: (2025)

Adaptive Multi-Stage Patent Claim Generation with Unified Quality Assessment
par: Liang, Chen-Wei, et autres
Publié: (2026)

Combating data scarcity in recommendation services: Integrating cognitive types of VARK and neural network technologies (LLM)
par: Zmanovskii, Nikita
Publié: (2026)

HumanMCP: A Human-Like Query Dataset for Evaluating MCP Tool Retrieval Performance
par: Laddha, Shubh, et autres
Publié: (2025)

AgenticAI-DialogGen: Topic-Guided Conversation Generation for Fine-Tuning and Evaluating Short- and Long-Term Memories of LLMs
par: Perera, Manoj Madushanka, et autres
Publié: (2026)

MDIA: A Multi-Agent Diagnostic Intelligence Pipeline on HealthBench Professional
par: Cruz, Roberto, et autres
Publié: (2026)

EnterpriseRAG-Bench: A RAG Benchmark for Company Internal Knowledge
par: Sun, Yuhong, et autres
Publié: (2026)

KNIGHT: Knowledge Graph-Driven Multiple-Choice Question Generation with Adaptive Hardness Calibration
par: Amanlou, Mohammad, et autres
Publié: (2026)

PolyTruth: Multilingual Disinformation Detection using Transformer-Based Language Models
par: Gouliev, Zaur, et autres
Publié: (2025)

Beyond Long Context: When Semantics Matter More than Tokens
par: Chawdhury, Tarun Kumar, et autres
Publié: (2025)

TriAlignGR: Triangular Multitask Alignment with Multimodal Deep Interest Mining for Generative Recommendation
par: Zeng, Yangchen, et autres
Publié: (2026)

ARISE: Agentic Rubric-Guided Iterative Survey Engine for Automated Scholarly Paper Generation
par: Wang, Zi, et autres
Publié: (2025)

Diagnosis extraction from unstructured Dutch echocardiogram reports using span- and document-level characteristic classification
par: Arends, Bauke, et autres
Publié: (2024)

Controllable Evidence Selection in Retrieval-Augmented Question Answering via Deterministic Utility Gating
par: Unda, Victor P.
Publié: (2026)

Exploring new Approaches for Information Retrieval through Natural Language Processing
par: Raj, Manak, et autres
Publié: (2025)

Complementary Learning Approach for Text Classification using Large Language Models
par: Asgari, Navid, et autres
Publié: (2025)

When LLM meets Fuzzy-TOPSIS for Personnel Selection through Automated Profile Analysis
par: Hoque, Shahria, et autres
Publié: (2026)

CLAP: Coreference-Linked Augmentation for Passage Retrieval
par: Xu, Huanwei, et autres
Publié: (2025)

Structure and Destructure: Dual Forces in the Making of Knowledge Engines
par: Chen, Yihong
Publié: (2025)

A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation
par: Chen, Ziyang, et autres
Publié: (2025)

Efficient fine-tuning methodology of text embedding models for information retrieval: contrastive learning penalty (clp)
par: Yu, Jeongsu
Publié: (2024)