metadata
license: apache-2.0
metrics:
- accuracy
- f1
pipeline_tag: text-classification
tags:
- irony
language:
- it
This model is a fine-tuned version of AlBERTo Italian model on the following datasets annotated with the presence of irony:
- IronITA 2018
- Sarcastic Hate Speech dataset
- SENTIPOLC 2014/2016
It was tested on IronITA test set obtaining the following results:
- macro F1: 0.79
- accuracy: 0.79
- precision of positive class: 0.77
- recall of positive class: 0.84
- F1 of positive class: 0.80
Training hyperparameters:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam
Framework versions:
- Transformers 4.30.2
- Pytorch 2.1.2
- Datasets 2.19.0
- Accelerate=0.30.0-