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Eureka: Evaluating and understanding large foundation models
Rigorous and reproducible evaluation is critical for assessing the state of the art and for
guiding scientific advances in Artificial Intelligence. Evaluation is challenging in practice due …
guiding scientific advances in Artificial Intelligence. Evaluation is challenging in practice due …
Holmes ⌕ A Benchmark to Assess the Linguistic Competence of Language Models
We introduce Holmes, a new benchmark designed to assess language models'(LMs')
linguistic competence—their unconscious understanding of linguistic phenomena …
linguistic competence—their unconscious understanding of linguistic phenomena …
GameArena: Evaluating LLM Reasoning through Live Computer Games
Evaluating the reasoning abilities of large language models (LLMs) is challenging. Existing
benchmarks often depend on static datasets, which are vulnerable to data contamination …
benchmarks often depend on static datasets, which are vulnerable to data contamination …