The dataset is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

doc-hack

A Telegram bot for identifying diseases and doctors by a description of the symptoms.

Evaluation results

BERT:

LRAP = 0.5867235614792822
eval_loss = 0.1558876243572702
f1 = 0.43116946664491923

XLM-RoBERTa:

LRAP = 0.610907659358978
eval_loss = 0.1509880079086035
f1 = 0.47227688389859934

TensorBoard charts

Red -- BERT, blue -- XLM-RoBERTa.

eval_eval_loss

eval_f1

eval_LRAP

loss

lr