{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"mmlu-pro","formal_name":"MMLU-Pro","introduction":"MMLU-Pro rebuilds MMLU with ten answer options instead of four and removes items that no longer separate models. Questions span fourteen academic and professional subjects.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro","indexing_mode":"index","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[],"history":"","construction":"","limitations":"","saturation":"","scores":[]}},"task_id":"0e50a6a5-a73b-5d4c-a459-68389e68ee6c","task_key":"default--test--10492","task_revision_id":"1","upstream_id":"10492","short_description":"Suppose you are given an EM algorithm that finds maximum likelihood estimates…","config":"default","split":"test","body":"{\"category\":\"computer science\",\"options\":\"['Only the final iteration', 'Expectation and Maximization', 'The likelihood function only', 'Initialization', 'No modification necessary', 'Maximization', 'Both', 'Convergence Criteria', 'Expectation', 'The algorithm cannot be modified to find MAP estimates']\",\"question\":\"Suppose you are given an EM algorithm that finds maximum likelihood estimates for a model with latent variables. You are asked to modify the algorithm so that it finds MAP estimates instead. Which step or steps do you need to modify?\",\"src\":\"ori_mmlu-machine_learning\"}","display_format":"text","language":"","answer_status":"published","assets":[],"source_url":"https://huggingface.co/datasets/TIGER-Lab/MMLU-Pro","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}