CLOTH (CLOze test by TeacHers)

Introduced by Xie et al. in Large-scale Cloze Test Dataset Created by Teachers

The Cloze Test by Teachers (CLOTH) benchmark is a collection of nearly 100,000 4-way multiple-choice cloze-style questions from middle- and high school-level English language exams, where the answer fills a blank in a given text. Each question is labeled with a type of deep reasoning it involves, where the four possible types are grammar, short-term reasoning, matching/paraphrasing, and long-term reasoning, i.e., reasoning over multiple sentences

Source: Recent Advances in Natural Language Inference:A Survey of Benchmarks, Resources, and Approaches


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