MedBioLM: Optimizing Medical and Biological QA with Fine-Tuned Large Language Models and Retrieval-Augmented Generation
Fuente:
arXiv
Saved in:
| Main Author: | Kim, Seonok |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedBioRAG: Semantic Search and Retrieval-Augmented Generation with Large Language Models for Medical and Biological QA
by: Kim, Seonok
Published: (2025)
by: Kim, Seonok
Published: (2025)
LITTA: Late-Interaction and Test-Time Alignment for Visually-Grounded Multimodal Retrieval
by: Kim, Seonok
Published: (2026)
by: Kim, Seonok
Published: (2026)
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks
by: Efeoglu, Sefika, et al.
Published: (2024)
by: Efeoglu, Sefika, et al.
Published: (2024)
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models
by: Liu, Fengchen, et al.
Published: (2024)
by: Liu, Fengchen, et al.
Published: (2024)
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation
by: Kang, Deokhyung, et al.
Published: (2025)
by: Kang, Deokhyung, et al.
Published: (2025)
BioMedLM: A 2.7B Parameter Language Model Trained On Biomedical Text
by: Bolton, Elliot, et al.
Published: (2024)
by: Bolton, Elliot, et al.
Published: (2024)
MedLM: Exploring Language Models for Medical Question Answering Systems
by: Yagnik, Niraj, et al.
Published: (2024)
by: Yagnik, Niraj, et al.
Published: (2024)
MedExQA: Medical Question Answering Benchmark with Multiple Explanations
by: Kim, Yunsoo, et al.
Published: (2024)
by: Kim, Yunsoo, et al.
Published: (2024)
Domain Adaptation of Large Language Models for Polymer-Composite Additive Manufacturing Using Retrieval-Augmented Generation and Fine-Tuning
by: Sagor, Saiful Islam, et al.
Published: (2026)
by: Sagor, Saiful Islam, et al.
Published: (2026)
RAG-BioQA: A Retrieval-Augmented Generation Framework for Long-Form Biomedical Question Answering
by: Panchumarthi, Lovely Yeswanth, et al.
Published: (2025)
by: Panchumarthi, Lovely Yeswanth, et al.
Published: (2025)
LLM-MedQA: Enhancing Medical Question Answering through Case Studies in Large Language Models
by: Yang, Hang, et al.
Published: (2024)
by: Yang, Hang, et al.
Published: (2024)
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Staging
by: Tozuka, Ryota, et al.
Published: (2024)
by: Tozuka, Ryota, et al.
Published: (2024)
Reducing Hallucinations of Medical Multimodal Large Language Models with Visual Retrieval-Augmented Generation
by: Chu, Yun-Wei, et al.
Published: (2025)
by: Chu, Yun-Wei, et al.
Published: (2025)
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models
by: Khadangi, Afshin, et al.
Published: (2025)
by: Khadangi, Afshin, et al.
Published: (2025)
Efficient Fine-Tuning of Large Language Models for Automated Medical Documentation
by: Leong, Hui Yi, et al.
Published: (2024)
by: Leong, Hui Yi, et al.
Published: (2024)
PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging
by: He, Jinlong, et al.
Published: (2024)
by: He, Jinlong, et al.
Published: (2024)
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
by: Zhu, Lianghui, et al.
Published: (2023)
by: Zhu, Lianghui, et al.
Published: (2023)
EuropeMedQA Study Protocol: A Multilingual, Multimodal Medical Examination Dataset for Language Model Evaluation
by: Causio, Francesco Andrea, et al.
Published: (2026)
by: Causio, Francesco Andrea, et al.
Published: (2026)
Multimodal Retrieval-Augmented Generation with Large Language Models for Medical VQA
by: Karim, A H M Rezaul, et al.
Published: (2025)
by: Karim, A H M Rezaul, et al.
Published: (2025)
MedGo: A Chinese Medical Large Language Model
by: Zhang, Haitao, et al.
Published: (2024)
by: Zhang, Haitao, et al.
Published: (2024)
Lightweight Large Language Model for Medication Enquiry: Med-Pal
by: Elangovan, Kabilan, et al.
Published: (2024)
by: Elangovan, Kabilan, et al.
Published: (2024)
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
by: Jang, Chaeyun, et al.
Published: (2024)
by: Jang, Chaeyun, et al.
Published: (2024)
oRetrieval Augmented Generation for 10 Large Language Models and its Generalizability in Assessing Medical Fitness
by: Ke, Yu He, et al.
Published: (2024)
by: Ke, Yu He, et al.
Published: (2024)
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models
by: Neupane, Subash, et al.
Published: (2024)
by: Neupane, Subash, et al.
Published: (2024)
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
by: Kim, Kiseung, et al.
Published: (2024)
by: Kim, Kiseung, et al.
Published: (2024)
DebiasRAG: A Tuning-Free Path to Fair Generation in Large Language Models through Retrieval-Augmented Generation
by: Chu, Rui, et al.
Published: (2026)
by: Chu, Rui, et al.
Published: (2026)
Retrieval-Augmented Generation for Large Language Models: A Survey
by: Gao, Yunfan, et al.
Published: (2023)
by: Gao, Yunfan, et al.
Published: (2023)
MedCalc-Eval and MedCalc-Env: Advancing Medical Calculation Capabilities of Large Language Models
by: Mao, Kangkun, et al.
Published: (2025)
by: Mao, Kangkun, et al.
Published: (2025)
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
by: Bedi, Suhana, et al.
Published: (2025)
by: Bedi, Suhana, et al.
Published: (2025)
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
by: Khandekar, Nikhil, et al.
Published: (2024)
by: Khandekar, Nikhil, et al.
Published: (2024)
Personalizing Large Language Models using Retrieval Augmented Generation and Knowledge Graph
by: Prahlad, Deeksha, et al.
Published: (2025)
by: Prahlad, Deeksha, et al.
Published: (2025)
Neuro-RIT: Neuron-Guided Instruction Tuning for Robust Retrieval-Augmented Language Model
by: Kim, Jaemin, et al.
Published: (2026)
by: Kim, Jaemin, et al.
Published: (2026)
Memorization in Fine-Tuned Large Language Models
by: Savine, Danil
Published: (2025)
by: Savine, Danil
Published: (2025)
MRAG: Benchmarking Retrieval-Augmented Generation for Bio-medicine
by: Li, Liz, et al.
Published: (2026)
by: Li, Liz, et al.
Published: (2026)
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
by: Huang, Chengkai, et al.
Published: (2024)
by: Huang, Chengkai, et al.
Published: (2024)
MedAgents: Large Language Models as Collaborators for Zero-shot Medical Reasoning
by: Tang, Xiangru, et al.
Published: (2023)
by: Tang, Xiangru, et al.
Published: (2023)
MedSlice: Fine-Tuned Large Language Models for Secure Clinical Note Sectioning
by: Davis, Joshua, et al.
Published: (2025)
by: Davis, Joshua, et al.
Published: (2025)
Optimizing Medical Question-Answering Systems: A Comparative Study of Fine-Tuned and Zero-Shot Large Language Models with RAG Framework
by: Hassan, Tasnimul, et al.
Published: (2025)
by: Hassan, Tasnimul, et al.
Published: (2025)
InfiMed-Foundation: Pioneering Advanced Multimodal Medical Models with Compute-Efficient Pre-Training and Multi-Stage Fine-Tuning
by: Zhu, Guanghao, et al.
Published: (2025)
by: Zhu, Guanghao, et al.
Published: (2025)
Fine Tuning Large Language Models for Medicine: The Role and Importance of Direct Preference Optimization
by: Savage, Thomas, et al.
Published: (2024)
by: Savage, Thomas, et al.
Published: (2024)
Similar Items
-
MedBioRAG: Semantic Search and Retrieval-Augmented Generation with Large Language Models for Medical and Biological QA
by: Kim, Seonok
Published: (2025) -
LITTA: Late-Interaction and Test-Time Alignment for Visually-Grounded Multimodal Retrieval
by: Kim, Seonok
Published: (2026) -
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks
by: Efeoglu, Sefika, et al.
Published: (2024) -
Aggregated Knowledge Model: Enhancing Domain-Specific QA with Fine-Tuned and Retrieval-Augmented Generation Models
by: Liu, Fengchen, et al.
Published: (2024) -
Retrieval-Augmented Fine-Tuning With Preference Optimization For Visual Program Generation
by: Kang, Deokhyung, et al.
Published: (2025)