Tag: LLM evaluation
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STELLAR-E: Advanced Synthetic Evaluator for LLMs
Discover STELLAR-E, an innovative system generating synthetic datasets to enhance Large Language Model evaluations across domains and languages.
Evaluating Sustainable City Trips with LLM and Human Input
Discover a multi-dimensional framework using LLMs and human experts to evaluate sustainable city trips for better travel recommendations.
Systematic Debugging Techniques for Large Language Models
Discover a structured, model-agnostic approach to effectively debug large language models, enhancing transparency, scalability, and error analysis.
Verbal Confidence Limits in 3-9B Instruction-Tuned LLMs
Study reveals invalid verbal confidence in 3-9B parameter instruction-tuned LLMs, urging psychometric screening for reliable uncertainty estimation.
Robust LLM-Based Math Reasoning Evaluation Framework
Discover a novel LLM-based framework that improves math reasoning evaluation, surpassing traditional symbolic methods with enhanced accuracy and flexibilit...