Bridging the Knowledge-Action Gap by Evaluating LLMs in Dynamic Dental Clinical Scenarios
Fuente:
arXiv
Saved in:
| Main Authors: | Ma, Hongyang, Gu, Tiantian, Sun, Huaiyuan, Zhu, Huilin, Wang, Yongxin, Li, Jie, Sun, Wubin, Lian, Zeliang, Zhou, Yinghong, Gao, Yi, Wang, Shirui, Tang, Zhihui |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Novel Evaluation Benchmark for Medical LLMs: Illuminating Safety and Effectiveness in Clinical Domains
by: Wang, Shirui, et al.
Published: (2025)
by: Wang, Shirui, et al.
Published: (2025)
Actionable Understanding: Action Units for Bridging the Knowledge-Action Gap in Post-FAIR Knowledge Infrastructures
by: Vogt, Lars
Published: (2026)
by: Vogt, Lars
Published: (2026)
Bridging Knowledge Gaps in Clinical AI: An Activity Theory Perspective on Interdisciplinary Data Work for Telehealth
by: Yao, Bingsheng, et al.
Published: (2024)
by: Yao, Bingsheng, et al.
Published: (2024)
Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs
by: Quang, Trung Nguyen, et al.
Published: (2026)
by: Quang, Trung Nguyen, et al.
Published: (2026)
Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions
by: Park, Yoonah, et al.
Published: (2025)
by: Park, Yoonah, et al.
Published: (2025)
Towards an Effective Action-Region Tracking Framework for Fine-grained Video Action Recognition
by: Sun, Baoli, et al.
Published: (2025)
by: Sun, Baoli, et al.
Published: (2025)
Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios
by: Li, Chunxiao, et al.
Published: (2025)
by: Li, Chunxiao, et al.
Published: (2025)
Bridging the Intent Gap: Knowledge-Enhanced Visual Generation
by: Cheng, Yi, et al.
Published: (2024)
by: Cheng, Yi, et al.
Published: (2024)
FUPareto: Bridging the Forgetting-Utility Gap in Federated Unlearning via Pareto Augmented Optimization
by: Wang, Zeyan, et al.
Published: (2026)
by: Wang, Zeyan, et al.
Published: (2026)
The Synergistic Effect of Oscillatory Fluid Shear and Porphyromonas gingivalis Lipopolysaccharide Promotes the Inflammatory Response of Periodontal Ligament Cells
by: Zhongyu Wang, et al.
Published: (2025)
by: Zhongyu Wang, et al.
Published: (2025)
LLMs for Mathematical Modeling: Towards Bridging the Gap between Natural and Mathematical Languages
by: Huang, Xuhan, et al.
Published: (2024)
by: Huang, Xuhan, et al.
Published: (2024)
S2J: Bridging the Gap Between Solving and Judging Ability in Generative Reward Models
by: Sun, Shaoning, et al.
Published: (2025)
by: Sun, Shaoning, et al.
Published: (2025)
Automated Clinical Report Generation for Remote Cognitive Remediation: Comparing Knowledge-Engineered Templates and LLMs in Low-Resource Settings
by: Zhou, Yongxin, et al.
Published: (2026)
by: Zhou, Yongxin, et al.
Published: (2026)
Clinical performance of AMA‐M2, anti‐gp210 and anti‐sp100 antibody levels in primary biliary cholangitis: When detected by multiplex bead‐based flow fluorescent immunoassay
by: Zhan Wang, et al.
Published: (2024)
by: Zhan Wang, et al.
Published: (2024)
Constructing High‐ T g and Ultra‐Strong Multifunctional Thermosets Enabled by Acid‐Base Ion Pairs
by: Xuewei Jiao, et al.
Published: (2026)
by: Xuewei Jiao, et al.
Published: (2026)
BridgeACT: Bridging Human Demonstrations to Robot Actions via Unified Tool-Target Affordances
by: Han, Yifan, et al.
Published: (2026)
by: Han, Yifan, et al.
Published: (2026)
Bridging the Skill Gap in Clinical CBCT Interpretation with CBCTRepD
by: Wu, Qinxin, et al.
Published: (2026)
by: Wu, Qinxin, et al.
Published: (2026)
Bridging the Gap: Self-Optimized Fine-Tuning for LLM-based Recommender Systems
by: Tang, Heng, et al.
Published: (2025)
by: Tang, Heng, et al.
Published: (2025)
Bridging the Modality Gap: Enhancing Channel Prediction with Semantically Aligned LLMs and Knowledge Distillation
by: Li, Zhaoyang, et al.
Published: (2025)
by: Li, Zhaoyang, et al.
Published: (2025)
eXpath: Explaining Knowledge Graph Link Prediction with Ontological Closed Path Rules
by: Sun, Ye, et al.
Published: (2024)
by: Sun, Ye, et al.
Published: (2024)
zkLLM: Zero Knowledge Proofs for Large Language Models
by: Sun, Haochen, et al.
Published: (2024)
by: Sun, Haochen, et al.
Published: (2024)
Letter to the Editor: Bridging the Intention‐Action Gap: Future Directions for Implementing Acceptable and Feasible Comfort Rounding
by: Xinrui Wang, et al.
Published: (2026)
by: Xinrui Wang, et al.
Published: (2026)
Medchain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
by: Liu, Jie, et al.
Published: (2024)
by: Liu, Jie, et al.
Published: (2024)
Ultra‐Small Birefringence Continuous‐Tuning and Full‐Band Zero‐Order Waveplate Devices
by: Feifei Guo, et al.
Published: (2025)
by: Feifei Guo, et al.
Published: (2025)
Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
by: Polo, Felipe Maia, et al.
Published: (2025)
by: Polo, Felipe Maia, et al.
Published: (2025)
Bridging the Gap Between Training and Reality: A Dental Scientist Trainee Perspective
by: Kazune Pax, et al.
Published: (2025)
by: Kazune Pax, et al.
Published: (2025)
Jailbreaking LLMs via Semantically Relevant Nested Scenarios with Targeted Toxic Knowledge
by: Xu, Ning, et al.
Published: (2025)
by: Xu, Ning, et al.
Published: (2025)
Boundary Conditions in Action: A Neo‐Configurational, Counterfactual, Machine Learning Validated Analysis of G20 Economies' Sustainability Outcomes
by: Faiza Siddiqui, et al.
Published: (2026)
by: Faiza Siddiqui, et al.
Published: (2026)
Bridging the Preference Gap between Retrievers and LLMs
by: Ke, Zixuan, et al.
Published: (2024)
by: Ke, Zixuan, et al.
Published: (2024)
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs
by: Jiang, Yi, et al.
Published: (2024)
by: Jiang, Yi, et al.
Published: (2024)
Reading, Not Thinking: Understanding and Bridging the Modality Gap When Text Becomes Pixels in Multimodal LLMs
by: Sun, Kaiser, et al.
Published: (2026)
by: Sun, Kaiser, et al.
Published: (2026)
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
by: Fang, Runnan, et al.
Published: (2025)
by: Fang, Runnan, et al.
Published: (2025)
Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
by: Rezaei, Mohammad Reza, et al.
Published: (2025)
by: Rezaei, Mohammad Reza, et al.
Published: (2025)
Bridging Granularity Gaps: Hierarchical Semantic Learning for Cross-domain Few-shot Segmentation
by: Sun, Sujun, et al.
Published: (2025)
by: Sun, Sujun, et al.
Published: (2025)
“The future of death in the present of love”: Eros as an ethical pas encore in Levinas's Totality and Infinity
by: Huaiyuan Zhang
Published: (2025)
by: Huaiyuan Zhang
Published: (2025)
Bridging the Scale Gap: Balanced Tiny and General Object Detection in Remote Sensing Imagery
by: Zhao, Zhicheng, et al.
Published: (2025)
by: Zhao, Zhicheng, et al.
Published: (2025)
Organocatalytic Atroposelective C−H Amination of Arenes with Indolines
by: Tiantian Wang, et al.
Published: (2024)
by: Tiantian Wang, et al.
Published: (2024)
Structural Engineering Enables Suppressed Ion Migration and Enhanced Hard X‐Ray Detection Performance in Novel Oxide Single Crystals
by: Xiaojie Guo, et al.
Published: (2024)
by: Xiaojie Guo, et al.
Published: (2024)
R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios
by: Zhu, Lu, et al.
Published: (2025)
by: Zhu, Lu, et al.
Published: (2025)
CAE-DFKD: Bridging the Transferability Gap in Data-Free Knowledge Distillation
by: Zhang, Zherui, et al.
Published: (2025)
by: Zhang, Zherui, et al.
Published: (2025)
Similar Items
-
A Novel Evaluation Benchmark for Medical LLMs: Illuminating Safety and Effectiveness in Clinical Domains
by: Wang, Shirui, et al.
Published: (2025) -
Actionable Understanding: Action Units for Bridging the Knowledge-Action Gap in Post-FAIR Knowledge Infrastructures
by: Vogt, Lars
Published: (2026) -
Bridging Knowledge Gaps in Clinical AI: An Activity Theory Perspective on Interdisciplinary Data Work for Telehealth
by: Yao, Bingsheng, et al.
Published: (2024) -
Senses Wide Shut: A Representation-Action Gap in Omnimodal LLMs
by: Quang, Trung Nguyen, et al.
Published: (2026) -
Bridging the Knowledge-Prediction Gap in LLMs on Multiple-Choice Questions
by: Park, Yoonah, et al.
Published: (2025)