The approach accommodates the imprecise and multifaceted nature of real-world medical data and criteria by incorporating fuzzy logic principles. The MultiAtributive Ideal - Real Comparative Analysis (MAIRCA) method is employed for the assessment of medical LLMs utilized in the case study of this ...
LLMs often struggle with mathematical reasoning and formal logic, which has led to the creation of specialized datasets. These datasets extend beyond pure mathematics, encompassing a wide range of problems that require systematic thinking and step-by-step reasoning, ultimately enabling LLMs to tackle...
A Novel Evaluation Framework for Medical LLMs: Combining Fuzzy Logic and MCDM for Medical Relation and Clinical Concept Extraction Artificial intelligence (AI) has become a crucial element of modern technology, especially in the healthcare sector, which is apparent given the continuous... AH Alamood...
Expanding the theory of fuzzy sets with fuzzy logic provides an answer to the indistinguishability of objects that are not inherently identical (as there are no two identical properties, for example). Another example that comes to mind is genetic algorithms (GA), where similarity is defined as...
Most of the validation logic is in validators.py. It’s interesting to see how they’re implemented. Broadly speaking, its validators fall into the following categories: Single output value validation: This includes ensuring that the output (i) is one of the predefined choices, (ii) has a ...
The Schema Mapper maps the input question to an external knowledge base, and then the LLM will do parsing. We are constantly testing and optimizing the Schema Mapper. We categorize and rate content in the external knowledge base, and do various levels of mapping (full-text mapping and ...
Spatial reasoning and planning. Geometry, mechanism, and motion Qualitative physics is a very interesting combination of Artificial Intelligence methods and Physics and conceptually in many parts not far away from applications and formalizations using fuzzy logics. This book especially deals with the.....
A Novel Evaluation Framework for Medical LLMs: Combining Fuzzy Logic and MCDM for Medical Relation and Clinical Concept Extraction Artificial intelligence (AI) has become a crucial element of modern technology, especially in the healthcare sector, which is apparent given the continuous... AH Alamood...
A corporation's global supply chain usually consists of enterprises and manufacturers that are graphically dispersed around the world, whereby each company... KL Choy,WB Lee - 《Supply Chain Management》 被引量: 430发表: 2003年 An algebraic approach to linguistic hedges in Zadeh's fuzzy logic ...
Most of the validation logic is in validators.py. It’s interesting to see how they’re implemented. Broadly speaking, its validators fall into the following categories: Single output value validation: This includes ensuring that the output (i) is one of the predefined choices, (ii) has a ...