
# citizenlab/twitter-xlm-roberta-base-sentiment-finetunned

This is multilingual XLM-Roberta model sequence classifier fine tunned and based on [Cardiff NLP Group](cardiffnlp/twitter-roberta-base-sentiment) sentiment classification model.

## How to use it

```python
from transformers import pipeline

model_path = "citizenlab/twitter-xlm-roberta-base-sentiment-finetunned"

sentiment_classifier = pipeline("text-classification", model=model_path, tokenizer=model_path)
sentiment_classifier("this is a lovely message")
> [{'label': 'Positive', 'score': 0.9918450713157654}]

sentiment_classifier("you are an idiot and you and your family should go back to your country")
> [{'label': 'Negative', 'score': 0.9849833846092224}]

```

## Evaluation

```
              precision    recall  f1-score   support

    Negative       0.57      0.14      0.23        28
     Neutral       0.78      0.94      0.86       132
    Positive       0.89      0.80      0.85        51

    accuracy                           0.80       211
   macro avg       0.75      0.63      0.64       211
weighted avg       0.78      0.80      0.77       211
```


{"language": ["en", "nl", "fr", "pt", "it", "es", "de", "da", "pl", "af"], "datasets": ["jigsaw_toxicity_pred"], "metrics": ["F1 Accuracy"], "pipeline_type": "text-classification", "widget": [{"text": "this is a lovely message", "example_title": "Example 1", "multi_class": false}, {"text": "you are an idiot and you and your family should go back to your country", "example_title": "Example 2", "multi_class": false}]}
transformers pytorch xlm-roberta text-classification en nl fr pt it es de da pl af dataset:jigsaw_toxicity_pred autotrain_compatible endpoints_compatible has_space region:us
TAGS
#transformers #pytorch #xlm-roberta #text-classification #en #nl #fr #pt #it #es #de #da #pl #af #dataset-jigsaw_toxicity_pred #autotrain_compatible #endpoints_compatible #has_space #region-us 


# citizenlab/twitter-xlm-roberta-base-sentiment-finetunned

This is multilingual XLM-Roberta model sequence classifier fine tunned and based on Cardiff NLP Group sentiment classification model.

## How to use it



## Evaluation




# citizenlab/twitter-xlm-roberta-base-sentiment-finetunned

This is multilingual XLM-Roberta model sequence classifier fine tunned and based on Cardiff NLP Group sentiment classification model. ## How to use it ## Evaluation
TAGS
#transformers #pytorch #xlm-roberta #text-classification #en #nl #fr #pt #it #es #de #da #pl #af #dataset-jigsaw_toxicity_pred #autotrain_compatible #endpoints_compatible #has_space #region-us 
 # citizenlab/twitter-xlm-roberta-base-sentiment-finetunned

This is multilingual XLM-Roberta model sequence classifier fine tunned and based on Cardiff NLP Group sentiment classification model. ## How to use it ## Evaluation
passage: TAGS
#transformers #pytorch #xlm-roberta #text-classification #en #nl #fr #pt #it #es #de #da #pl #af #dataset-jigsaw_toxicity_pred #autotrain_compatible #endpoints_compatible #has_space #region-us 
# citizenlab/twitter-xlm-roberta-base-sentiment-finetunned

This is multilingual XLM-Roberta model sequence classifier fine tunned and based on Cardiff NLP Group sentiment classification model.## How to use it## Evaluation