Tag: auditory large language models
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Scalable Patient-Trial Matching with Lightweight LLM Models
Discover a scalable, efficient framework using lightweight retrieval-augmented generation and LLMs for accurate patient-trial matching in healthcare.
How Shared Lexical Tasks Reduce LLM Behavioral Variability
Discover how shared lexical task representations explain and reduce behavioral variability in large language models for consistent AI performance.
Why Large Language Models Fail at Random Number Sampling
Discover why large language models struggle with generating random numbers from statistical distributions and the impact on AI applications.
Background Temperature Reveals Hidden Randomness in LLMs
Discover how background temperature explains hidden randomness in large language models, improving reproducibility and evaluation.
When Does LLM Self-Correction Improve Accuracy?
Explore when iterative self-correction benefits large language models using control-theoretic Markov diagnostics and verify-first interventions.