184 citations · 200 across the 10 of their papers we have counts for
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cs.CL2021
A Single Example Can Improve Zero-Shot Data Generation
Pavel Burnyshev, Valentin Malykh, Andrey Bout +2
Sub-tasks of intent classification, such as robustness to distribution shift, adaptation to specific user groups and personalization, out-of-domain detection, require extensive and…
cs.CL2021
MOROCCO: Model Resource Comparison Framework
Valentin Malykh, Alexander Kukushkin, Ekaterina Artemova +3
The new generation of pre-trained NLP models push the SOTA to the new limits, but at the cost of computational resources, to the point that their use in real production environment…