LorenzoAleCon29/roberta-base-dapt-ecb-hawkish-dovish

roberta-base-dapt - ECB hawkish/dovish/neutral classifier

Fine-tuned from LorenzoAleCon29/roberta-base-ECB-dapt on annotated ECB communication (press conference statements, speeches and monetary-policy statements). Labels: dovish, neutral, hawkish.

Test-set performance

loss	accuracy	f1 macro	f1 weighted
1.9001	0.6496	0.6504	0.6545

Usage

from transformers import pipeline
clf = pipeline("text-classification", model="LorenzoAleCon29/roberta-base-dapt-ecb-hawkish-dovish")
clf("Inflationary pressures warrant a tightening of the policy stance.")

Training curves, trainer states and full reports: https://github.com/LorenzoAlessandro/BdF-Project