Saved in:
| Main Authors: | Munim, Alif, Ma, Jun, Ibrahim, Omar, Abdalla, Alhusain, Yin, Shuolin, Chen, Leo, Wang, Bo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2601.03266 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MedRAX: Medical Reasoning Agent for Chest X-ray
by: Fallahpour, Adibvafa, et al.
Published: (2025)
by: Fallahpour, Adibvafa, et al.
Published: (2025)
Argumentation for Explainable and Globally Contestable Decision Support with LLMs
by: Dejl, Adam, et al.
Published: (2026)
by: Dejl, Adam, et al.
Published: (2026)
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
by: Oniani, David, et al.
Published: (2024)
by: Oniani, David, et al.
Published: (2024)
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
by: Ansari, Mohammad Shoaib, et al.
Published: (2025)
Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations
by: Wu, Yihao, et al.
Published: (2025)
by: Wu, Yihao, et al.
Published: (2025)
Small Language Models for Emergency Departments Decision Support: A Benchmark Study
by: Wang, Zirui, et al.
Published: (2025)
by: Wang, Zirui, et al.
Published: (2025)
Modular Representation Compression: Adapting LLMs for Efficient and Effective Recommendations
by: Xi, Yunjia, et al.
Published: (2026)
by: Xi, Yunjia, et al.
Published: (2026)
DHP Benchmark: Are LLMs Good NLG Evaluators?
by: Wang, Yicheng, et al.
Published: (2024)
by: Wang, Yicheng, et al.
Published: (2024)
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
by: Tavakoli, Mohammad, et al.
Published: (2025)
by: Tavakoli, Mohammad, et al.
Published: (2025)
Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
by: Omar, Reham, et al.
Published: (2025)
by: Omar, Reham, et al.
Published: (2025)
A Decade-Scale Benchmark Evaluating LLMs' Clinical Practice Guidelines Detection and Adherence in Multi-turn Conversations
by: Tan, Andong, et al.
Published: (2026)
by: Tan, Andong, et al.
Published: (2026)
MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases
by: Murthy, Rithesh, et al.
Published: (2024)
by: Murthy, Rithesh, et al.
Published: (2024)
TestAgent: Automatic Benchmarking and Exploratory Interaction for Evaluating LLMs in Vertical Domains
by: Wang, Wanying, et al.
Published: (2024)
by: Wang, Wanying, et al.
Published: (2024)
Beyond Benchmark: LLMs Evaluation with an Anthropomorphic and Value-oriented Roadmap
by: Wang, Jun, et al.
Published: (2025)
by: Wang, Jun, et al.
Published: (2025)
HEART: A Unified Benchmark for Assessing Humans and LLMs in Emotional Support Dialogue
by: Iyer, Laya, et al.
Published: (2026)
by: Iyer, Laya, et al.
Published: (2026)
MM-Eval: A Hierarchical Benchmark for Modern Mongolian Evaluation in LLMs
by: Zhang, Mengyuan, et al.
Published: (2024)
by: Zhang, Mengyuan, et al.
Published: (2024)
Adapting LLMs for Minimal-edit Grammatical Error Correction
by: Staruch, Ryszard, et al.
Published: (2025)
by: Staruch, Ryszard, et al.
Published: (2025)
Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care
by: Lyberatos, Vassilis, et al.
Published: (2026)
by: Lyberatos, Vassilis, et al.
Published: (2026)
Development and Testing of a Novel Large Language Model-Based Clinical Decision Support Systems for Medication Safety in 12 Clinical Specialties
by: Ong, Jasmine Chiat Ling, et al.
Published: (2024)
by: Ong, Jasmine Chiat Ling, et al.
Published: (2024)
Beyond MedQA: Towards Real-world Clinical Decision Making in the Era of LLMs
by: Xiao, Yunpeng, et al.
Published: (2025)
by: Xiao, Yunpeng, et al.
Published: (2025)
Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
by: Li, Manling, et al.
Published: (2024)
by: Li, Manling, et al.
Published: (2024)
When Benchmarks Leak: Inference-Time Decontamination for LLMs
by: Chai, Jianzhe, et al.
Published: (2026)
by: Chai, Jianzhe, et al.
Published: (2026)
Humans and Large Language Models in Clinical Decision Support: A Study with Medical Calculators
by: Wan, Nicholas, et al.
Published: (2024)
by: Wan, Nicholas, et al.
Published: (2024)
WebWalker: Benchmarking LLMs in Web Traversal
by: Wu, Jialong, et al.
Published: (2025)
by: Wu, Jialong, et al.
Published: (2025)
LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
by: Zhang, Ming, et al.
Published: (2025)
by: Zhang, Ming, et al.
Published: (2025)
Do LLMs Really Adapt to Domains? An Ontology Learning Perspective
by: Mai, Huu Tan, et al.
Published: (2024)
by: Mai, Huu Tan, et al.
Published: (2024)
CliCARE: Grounding Large Language Models in Clinical Guidelines for Decision Support over Longitudinal Cancer Electronic Health Records
by: Li, Dongchen, et al.
Published: (2025)
by: Li, Dongchen, et al.
Published: (2025)
Large Language Models in the Clinic: A Comprehensive Benchmark
by: Liu, Fenglin, et al.
Published: (2024)
by: Liu, Fenglin, et al.
Published: (2024)
League of LLMs: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
by: Guo, Qianhong, et al.
Published: (2025)
by: Guo, Qianhong, et al.
Published: (2025)
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
by: Basu, Kinjal, et al.
Published: (2024)
by: Basu, Kinjal, et al.
Published: (2024)
MedAction: Towards Active Multi-turn Clinical Diagnostic LLMs
by: Hsu, Hsin-Ling, et al.
Published: (2026)
by: Hsu, Hsin-Ling, et al.
Published: (2026)
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
by: Basu, Kinjal, et al.
Published: (2024)
by: Basu, Kinjal, et al.
Published: (2024)
MIND: Unified Inquiry and Diagnosis RL with Criteria Grounded Clinical Supports for Psychiatric Consultation
by: Li, Guoyi, et al.
Published: (2026)
by: Li, Guoyi, et al.
Published: (2026)
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
by: Liu, Zhiqiang, et al.
Published: (2025)
by: Liu, Zhiqiang, et al.
Published: (2025)
MediQ: Question-Asking LLMs and a Benchmark for Reliable Interactive Clinical Reasoning
by: Li, Shuyue Stella, et al.
Published: (2024)
by: Li, Shuyue Stella, et al.
Published: (2024)
Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment
by: Sun, Yanru, et al.
Published: (2025)
by: Sun, Yanru, et al.
Published: (2025)
MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversational Clinical Decision Support
by: Kesmen, Yusuf, et al.
Published: (2026)
by: Kesmen, Yusuf, et al.
Published: (2026)
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
by: Naeem, Numaan, et al.
Published: (2025)
by: Naeem, Numaan, et al.
Published: (2025)
HALO: Hallucination Analysis and Learning Optimization to Empower LLMs with Retrieval-Augmented Context for Guided Clinical Decision Making
by: Anjum, Sumera, et al.
Published: (2024)
by: Anjum, Sumera, et al.
Published: (2024)
CLR-voyance: Reinforcing Open-Ended Reasoning for Inpatient Clinical Decision Support with Outcome-Aware Rubrics
by: Nagar, Aishik, et al.
Published: (2026)
by: Nagar, Aishik, et al.
Published: (2026)
Similar Items
-
MedRAX: Medical Reasoning Agent for Chest X-ray
by: Fallahpour, Adibvafa, et al.
Published: (2025) -
Argumentation for Explainable and Globally Contestable Decision Support with LLMs
by: Dejl, Adam, et al.
Published: (2026) -
Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
by: Oniani, David, et al.
Published: (2024) -
Lightweight Clinical Decision Support System using QLoRA-Fine-Tuned LLMs and Retrieval-Augmented Generation
by: Ansari, Mohammad Shoaib, et al.
Published: (2025) -
Evaluating Bias in Spoken Dialogue LLMs for Real-World Decisions and Recommendations
by: Wu, Yihao, et al.
Published: (2025)