Leonid Erlygin, Alexey Zaytsev
View original ↗Create an implementation of Holistic Uncertainty Estimation (HolUE) for text classification that includes an 'unknown' rejection threshold. This makes production text pipelines more robust to OOD data.
Suggested repo: safe-text
"Stop forcing your model to classify data it doesn't understand."
Estimated effort: 45h