LLM-as-a-Fuzzy-Judge: Fine-Tuning Large Language Models as a Clinical Evaluation Judge with Fuzzy Logic
Fuente:
arXiv
Saved in:
| Main Authors: | Zheng, Weibing, Turner, Laurah, Kropczynski, Jess, Ozer, Murat, Nguyen, Tri, Halse, Shane |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Fuzzy Supervisor Agent Design for Clinical Reasoning Assistance in a Multi-Agent Educational Clinical Scenario Simulation
by: Zheng, Weibing, et al.
Published: (2025)
by: Zheng, Weibing, et al.
Published: (2025)
Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training
by: Zheng, Weibing, et al.
Published: (2026)
by: Zheng, Weibing, et al.
Published: (2026)
Automatic Function Annotations for Hoare Logic
by: Matichuk, Danielle
Published: (2012)
by: Matichuk, Danielle
Published: (2012)
Verification of E-Voting Algorithms in Dafny
by: Büttner, Robert, et al.
Published: (2025)
by: Büttner, Robert, et al.
Published: (2025)
Compositional Shape Analysis with Shared Abduction and Biabductive Loop Acceleration (Extended Version)
by: Sextl, Florian, et al.
Published: (2023)
by: Sextl, Florian, et al.
Published: (2023)
SMT-based Symbolic Model-Checking for Operator Precedence Languages
by: Chiari, Michele, et al.
Published: (2024)
by: Chiari, Michele, et al.
Published: (2024)
Sound and Complete Invariant-Based Heap Encodings (Technical Report)
by: Esen, Zafer, et al.
Published: (2025)
by: Esen, Zafer, et al.
Published: (2025)
Semi-Automated Modular Formal Verification of Critical Software: Liveness and Completeness Thresholds
by: Reinhard, Tobias
Published: (2024)
by: Reinhard, Tobias
Published: (2024)
Uniform Substitution for Differential Refinement Logic
by: Prebet, Enguerrand, et al.
Published: (2024)
by: Prebet, Enguerrand, et al.
Published: (2024)
Definite Descriptions and Hybrid Tense Logic
by: Indrzejczak, Andrzej, et al.
Published: (2024)
by: Indrzejczak, Andrzej, et al.
Published: (2024)
Complementing an imperative process algebra with a rely/guarantee logic
by: Middelburg, C. A.
Published: (2025)
by: Middelburg, C. A.
Published: (2025)
Imandra CodeLogician: Neuro-Symbolic Reasoning for Precise Analysis of Software Logic
by: Lin, Hongyu, et al.
Published: (2026)
by: Lin, Hongyu, et al.
Published: (2026)
Mechanizing Operads with Event-B
by: Attiogbé, Christian
Published: (2025)
by: Attiogbé, Christian
Published: (2025)
Verified VCG and Verified Compiler for Dafny
by: Nezamabadi, Daniel, et al.
Published: (2025)
by: Nezamabadi, Daniel, et al.
Published: (2025)
A foundational characterization of Hoare Logic
by: Leivant, Daniel
Published: (2026)
by: Leivant, Daniel
Published: (2026)
Simplifying Safety Proofs with Forward-Backward Reasoning and Prophecy
by: Frenkel, Eden, et al.
Published: (2026)
by: Frenkel, Eden, et al.
Published: (2026)
Context-Dependent Effects and Concurrency in Guarded Interaction Trees
by: Stepanenko, Sergei, et al.
Published: (2025)
by: Stepanenko, Sergei, et al.
Published: (2025)
Quantifying Confidence in Assurance 2.0 Arguments
by: Bloomfield, Robin, et al.
Published: (2026)
by: Bloomfield, Robin, et al.
Published: (2026)
A New Interaction Concept for Interactive and Autoactive Program Verification
by: Pfeifer, Wolfram, et al.
Published: (2026)
by: Pfeifer, Wolfram, et al.
Published: (2026)
Uniqueness is Separation
by: O'Connor, Liam, et al.
Published: (2026)
by: O'Connor, Liam, et al.
Published: (2026)
Model Checking Probabilistic Operator Precedence Automata
by: Pontiggia, Francesco, et al.
Published: (2024)
by: Pontiggia, Francesco, et al.
Published: (2024)
Probabilistic imperative process algebra
by: Middelburg, C. A.
Published: (2026)
by: Middelburg, C. A.
Published: (2026)
Constrained LTL Specification Learning from Examples
by: Zhang, Changjian, et al.
Published: (2024)
by: Zhang, Changjian, et al.
Published: (2024)
Executable First-Order Queries in the Logic of Information Flows
by: Aamer, Heba, et al.
Published: (2022)
by: Aamer, Heba, et al.
Published: (2022)
A Sufficient Epistemic Condition for Solving Stabilizing Agreement
by: Cignarale, Giorgio, et al.
Published: (2024)
by: Cignarale, Giorgio, et al.
Published: (2024)
Automated Consistency Analysis for Legal Contracts
by: Khoja, Alan, et al.
Published: (2025)
by: Khoja, Alan, et al.
Published: (2025)
Technical Report: Exploring Automatic Model-Checking of the Ethereum specification
by: Konnov, Igor, et al.
Published: (2025)
by: Konnov, Igor, et al.
Published: (2025)
Space-time process algebra with asynchronous communication
by: Bergstra, J. A., et al.
Published: (2024)
by: Bergstra, J. A., et al.
Published: (2024)
A Gentle Overview of Asynchronous Session-based Concurrency: Deadlock Freedom by Typing
by: Heuvel, Bas van den, et al.
Published: (2024)
by: Heuvel, Bas van den, et al.
Published: (2024)
Baking for Dafny: A CakeML Backend for Dafny
by: Nezamabadi, Daniel, et al.
Published: (2025)
by: Nezamabadi, Daniel, et al.
Published: (2025)
Effect-Transparent Governance for AI Workflow Architectures: Semantic Preservation, Expressive Minimality, and Decidability Boundaries
by: McCann, Alan L.
Published: (2026)
by: McCann, Alan L.
Published: (2026)
Algebraic Semantics of Governed Execution: Monoidal Categories, Effect Algebras, and Coterminous Boundaries
by: McCann, Alan L.
Published: (2026)
by: McCann, Alan L.
Published: (2026)
Dormancy-aware timed branching bisimilarity, with an application to communication protocol analysis
by: Middelburg, C. A.
Published: (2021)
by: Middelburg, C. A.
Published: (2021)
Automating the Derivation of Unification Algorithms: A Case Study in Deductive Program Synthesis
by: Waldinger, Richard
Published: (2025)
by: Waldinger, Richard
Published: (2025)
Refactoring-as-Propositions: Proved Refactoring of Hybrid Systems via Proved Refinements
by: Prebet, Enguerrand, et al.
Published: (2026)
by: Prebet, Enguerrand, et al.
Published: (2026)
Guaranteed Bounds on Posterior Distributions of Discrete Probabilistic Programs with Loops
by: Zaiser, Fabian, et al.
Published: (2024)
by: Zaiser, Fabian, et al.
Published: (2024)
Modal Verification Patterns for Systems Software
by: Kuru, Ismail, et al.
Published: (2025)
by: Kuru, Ismail, et al.
Published: (2025)
Formal Methods for Mobile Ad Hoc Networks: A Survey
by: Fokkink, Wan, et al.
Published: (2025)
by: Fokkink, Wan, et al.
Published: (2025)
Bayesian Separation Logic
by: Ho, Shing Hin, et al.
Published: (2025)
by: Ho, Shing Hin, et al.
Published: (2025)
Quantitative Verification with Neural Networks
by: Abate, Alessandro, et al.
Published: (2023)
by: Abate, Alessandro, et al.
Published: (2023)
Similar Items
-
A Fuzzy Supervisor Agent Design for Clinical Reasoning Assistance in a Multi-Agent Educational Clinical Scenario Simulation
by: Zheng, Weibing, et al.
Published: (2025) -
Persona-Based Requirements Engineering for Explainable Multi-Agent Educational Systems: A Scenario Simulator for Clinical Reasoning Training
by: Zheng, Weibing, et al.
Published: (2026) -
Automatic Function Annotations for Hoare Logic
by: Matichuk, Danielle
Published: (2012) -
Verification of E-Voting Algorithms in Dafny
by: Büttner, Robert, et al.
Published: (2025) -
Compositional Shape Analysis with Shared Abduction and Biabductive Loop Acceleration (Extended Version)
by: Sextl, Florian, et al.
Published: (2023)