roberta-large - ECB hawkish/dovish/neutral classifier

Fine-tuned from roberta-large 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
2.2908	0.6527	0.6524	0.6558

Usage

from transformers import pipeline
clf = pipeline("text-classification", model="LorenzoAleCon29/roberta-large-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

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Safetensors

Model size

0.4B params

Tensor type

F32

Model tree for LorenzoAleCon29/roberta-large-ecb-hawkish-dovish

Base model

FacebookAI/roberta-large

Finetuned

(483)

this model