I77/question_classifier

RuBERT Model for Logical Question Classification

This model classifies questions as logically correct or incorrect.

1 - logically correct

0 - logically incorrect

Metrics on validation

Accuracy: 0.9500 Precision: 1.0000 Recall: 0.9000 F1-score: 0.9474

Example inference

from transformers import pipeline
classifier = pipeline('text-classification', model='I77/question_classifier')
print(classifier('Этот вопрос логичен?'))