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LMentry: A Language Model Benchmark of Elementary Language Tasks. (arXiv:2211.02069v1 [cs.CL])
Nov. 7, 2022, 2:15 a.m. | Avia Efrat, Or Honovich, Omer Levy
cs.CL updates on arXiv.org arxiv.org
As the performance of large language models rapidly improves, benchmarks are
getting larger and more complex as well. We present LMentry, a benchmark that
avoids this "arms race" by focusing on a compact set of tasks that are trivial
to humans, e.g. writing a sentence containing a specific word, identifying
which words in a list belong to a specific category, or choosing which of two
words is longer. LMentry is specifically designed to provide quick and
interpretable insights into the …
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