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RussianSuperGLUE

Russian SuperGLUE benchmark

We introduce an advanced Russian general language understanding evaluation benchmark.

Recent advances in the field of universal language models and transformers require the development of a methodology for their broad diagnostics and testing for general intellectual skills - detection of natural language inference, commonsense reasoning, ability to perform simple logical operations regardless of text subject or lexicon. For the first time, a benchmark of nine tasks, collected and organized analogically to the SuperGLUE methodology, was developed from scratch for the Russian language. We provide baselines, human level evaluation, an open-source framework for evaluating models andan overall leaderboard of transformer modelsfor the Russian language.

Instructions:

Jupyter link

Leaderboard:

Russiansuperglue.com

Download the Data:

All the tasks (zip)

Some tasks from the website

Documentation:

You can see our documentation at diagnostics description

Cite us:

TBA Submitted at EMNLP

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Russian SuperGLUE benchmark

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