README.md

metadata

language: en
tags:
  - financial-sentiment-analysis
  - sentiment-analysis
  - language-perceiver
datasets:
  - financial_phrasebank
widget:
  - text: FTSE100 fell sharply today.
  - text: Oil near one-month high.

FINPerceiver

FINPerceiver is a fine-tuned Perceiver IO language model for financial sentiment analysis. The model achieves the following results on a 30% evaluation subset of the original dataset.

eval/accuracy  0.8453
eval/f1        0.7597
eval/loss      0.4785
eval/precision 0.7443
eval/recall    0.8024

More details on the training process of this model are available on the GitHub repository.

Datasets

This model was trained on the Financial PhraseBank (>= 50% agreement)