A General Knowledge Injection Framework for ICD Coding
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Xu, Zhang, Kun, Ma, Wenxin, Wang, Rongsheng, Wu, Chenxu, Li, Yingtai, Zhou, S. Kevin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
From Documents to Spans: Scalable Supervision for Evidence-Based ICD Coding with LLMs
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs
by: You, Xinxin, et al.
Published: (2025)
by: You, Xinxin, et al.
Published: (2025)
Structured Information Matters: Explainable ICD Coding with Patient-Level Knowledge Graphs
by: Li, Mingyang, et al.
Published: (2025)
by: Li, Mingyang, et al.
Published: (2025)
Synthetic Clinical Notes for Rare ICD Codes: A Data-Centric Framework for Long-Tail Medical Coding
by: Vo, Truong, et al.
Published: (2025)
by: Vo, Truong, et al.
Published: (2025)
TraceCoder: Towards Traceable ICD Coding via Multi-Source Knowledge Integration
by: Ren, Mucheng, et al.
Published: (2025)
by: Ren, Mucheng, et al.
Published: (2025)
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP
by: Ma, Wenxin, et al.
Published: (2025)
by: Ma, Wenxin, et al.
Published: (2025)
Memorization and Knowledge Injection in Gated LLMs
by: Pan, Xu, et al.
Published: (2025)
by: Pan, Xu, et al.
Published: (2025)
CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning
by: Luo, Junyu, et al.
Published: (2024)
by: Luo, Junyu, et al.
Published: (2024)
Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing
by: Wang, Changyue, et al.
Published: (2025)
by: Wang, Changyue, et al.
Published: (2025)
SA-MDKIF: A Scalable and Adaptable Medical Domain Knowledge Injection Framework for Large Language Models
by: Xu, Tianhan, et al.
Published: (2024)
by: Xu, Tianhan, et al.
Published: (2024)
A Positive-Unlabeled Metric Learning Framework for Document-Level Relation Extraction with Incomplete Labeling
by: Wang, Ye, et al.
Published: (2023)
by: Wang, Ye, et al.
Published: (2023)
Enhancing Rare Codes via Probability-Biased Directed Graph Attention for Long-Tail ICD Coding
by: Chen, Tianlei, et al.
Published: (2025)
by: Chen, Tianlei, et al.
Published: (2025)
RuCCoD: Towards Automated ICD Coding in Russian
by: Nesterov, Aleksandr, et al.
Published: (2025)
by: Nesterov, Aleksandr, et al.
Published: (2025)
Mobile-Agent-V: A Video-Guided Approach for Effortless and Efficient Operational Knowledge Injection in Mobile Automation
by: Wang, Junyang, et al.
Published: (2025)
by: Wang, Junyang, et al.
Published: (2025)
Bridging the Version Gap: Multi-version Training Improves ICD Code Prediction, Especially for Rare Codes
by: Liu, Jinghui, et al.
Published: (2026)
by: Liu, Jinghui, et al.
Published: (2026)
Enhancing Text-to-SQL Capabilities of Large Language Models via Domain Database Knowledge Injection
by: Ma, Xingyu, et al.
Published: (2024)
by: Ma, Xingyu, et al.
Published: (2024)
LANID: LLM-assisted New Intent Discovery
by: Fan, Lu, et al.
Published: (2025)
by: Fan, Lu, et al.
Published: (2025)
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation
by: Hu, Wenhao, et al.
Published: (2025)
by: Hu, Wenhao, et al.
Published: (2025)
From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering
by: Li, Lei, et al.
Published: (2025)
by: Li, Lei, et al.
Published: (2025)
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings
by: Gomes, Gonçalo, et al.
Published: (2024)
by: Gomes, Gonçalo, et al.
Published: (2024)
Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning
by: Xu, Ruoxi, et al.
Published: (2025)
by: Xu, Ruoxi, et al.
Published: (2025)
A Dual-Space Framework for General Knowledge Distillation of Large Language Models
by: Zhang, Xue, et al.
Published: (2025)
by: Zhang, Xue, et al.
Published: (2025)
DynSess: Dynamic Session-Level Evaluation and Optimization Framework for Role-Playing Agents
by: Zhang, Rongsheng, et al.
Published: (2026)
by: Zhang, Rongsheng, et al.
Published: (2026)
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering
by: Liu, Xukai, et al.
Published: (2025)
by: Liu, Xukai, et al.
Published: (2025)
SLiNT: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion
by: Yang, Mengxue, et al.
Published: (2025)
by: Yang, Mengxue, et al.
Published: (2025)
Enhancing Source Code Classification Effectiveness via Prompt Learning Incorporating Knowledge Features
by: Ma, Yong, et al.
Published: (2024)
by: Ma, Yong, et al.
Published: (2024)
ShortCoder: Knowledge-Augmented Syntax Optimization for Token-Efficient Code Generation
by: Liu, Sicong, et al.
Published: (2026)
by: Liu, Sicong, et al.
Published: (2026)
Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs
by: Yang, Linyan, et al.
Published: (2024)
by: Yang, Linyan, et al.
Published: (2024)
Keep the General, Inject the Specific: Structured Dialogue Fine-Tuning for Knowledge Injection without Catastrophic Forgetting
by: Hong, Yijie, et al.
Published: (2025)
by: Hong, Yijie, et al.
Published: (2025)
Path Pooling: Training-Free Structure Enhancement for Efficient Knowledge Graph Retrieval-Augmented Generation
by: Wang, Hairu, et al.
Published: (2025)
by: Wang, Hairu, et al.
Published: (2025)
Diffusion-Inspired Masked Fine-Tuning for Knowledge Injection in Autoregressive LLMs
by: Pan, Xu, et al.
Published: (2025)
by: Pan, Xu, et al.
Published: (2025)
Generative Framework for Personalized Persuasion: Inferring Causal, Counterfactual, and Latent Knowledge
by: Zeng, Donghuo, et al.
Published: (2025)
by: Zeng, Donghuo, et al.
Published: (2025)
Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions
by: Wang, Xi, et al.
Published: (2025)
by: Wang, Xi, et al.
Published: (2025)
Code-Style In-Context Learning for Knowledge-Based Question Answering
by: Nie, Zhijie, et al.
Published: (2023)
by: Nie, Zhijie, et al.
Published: (2023)
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering
by: Zhang, Lingxi, et al.
Published: (2024)
by: Zhang, Lingxi, et al.
Published: (2024)
MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph
by: Zhang, Duzhen, et al.
Published: (2025)
by: Zhang, Duzhen, et al.
Published: (2025)
ITERTL: An Iterative Framework for Fine-tuning LLMs for RTL Code Generation
by: Wu, Peiyang, et al.
Published: (2024)
by: Wu, Peiyang, et al.
Published: (2024)
Unlocking Public Catalogues: Instruction-Tuning LLMs for ICD Coding of German Tumor Diagnoses
by: Lenz, Stefan, et al.
Published: (2025)
by: Lenz, Stefan, et al.
Published: (2025)
A Survey on Knowledge-Oriented Retrieval-Augmented Generation
by: Cheng, Mingyue, et al.
Published: (2025)
by: Cheng, Mingyue, et al.
Published: (2025)
MARS$^2$: Scaling Multi-Agent Tree Search via Reinforcement Learning for Code Generation
by: Li, Pengfei, et al.
Published: (2026)
by: Li, Pengfei, et al.
Published: (2026)
Similar Items
-
From Documents to Spans: Scalable Supervision for Evidence-Based ICD Coding with LLMs
by: Zhang, Xu, et al.
Published: (2026) -
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs
by: You, Xinxin, et al.
Published: (2025) -
Structured Information Matters: Explainable ICD Coding with Patient-Level Knowledge Graphs
by: Li, Mingyang, et al.
Published: (2025) -
Synthetic Clinical Notes for Rare ICD Codes: A Data-Centric Framework for Long-Tail Medical Coding
by: Vo, Truong, et al.
Published: (2025) -
TraceCoder: Towards Traceable ICD Coding via Multi-Source Knowledge Integration
by: Ren, Mucheng, et al.
Published: (2025)