Researcher profile
Mikhail Yurochkin
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Your fairness may vary: Group fairness of pretrained language models in toxic text classification.
2021 · arXiv (Cornell University)
We study the performance-fairness trade-off in more than a dozen fine-tuned LMs for toxic text classification. We empirically show that no blanket statement can be made with respect to the bias of large versus regular …
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tinyBenchmarks: evaluating LLMs with fewer examples
2024 · arXiv (Cornell University)
The versatility of large language models (LLMs) led to the creation of diverse benchmarks that thoroughly test a variety of language models' abilities. These benchmarks consist of tens of thousands of examples making evaluation of …