Search and recommendation: Dai et al. [27] / Fan et al. [37] / Lanzi and Loiacono [94] / Sun et al. [173] / Thakur et al. [175]
Xu et al. [219] / Yuan et al. [227] / Zhang et al. [232]

Personality testing: Bodroza et al. [8] / Jentzsch and Kersting [78] / Safdari et al. [159] / Song et al. [170] / Wang et al. [200]

Specific tasks: Lanzi and Loiacono [94] / Le and Zhang [96] / Wang et al. [204]

Xiezhi [55]/MMLU [64]/ C-Eval [72]/OpenLLM [74]/DynaBench [87]/Chatbot Arena [119]/AlpacaEval [105]/HELM [107]/BIG-bench [172]
PandaLM [204] / BOSS [226] / GLUE-X [221] KoLA [223] / AGIEval [247]/ PromptBench [249] / MT-Bench [246] / LLMEval2 [238]

Where to evaluate
(Sec. 4)
ASurveyonEvaluationofLargeLanguageModels