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Sentiment analysis refers to categorizing some given data as to what sentiment(s) it expresses. Usually, it refers to extracting sentiment from a text, e.g. tweets or blog posts.

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41 views

Which steps are involved in sentiment analysis with Huggingface Transformers?

I want to perform a sentiment analysis of a dataset of (Spanish) tweets about COVID-19 vaccines. I've already scraped the tweets and identified a pretrained model I can use for Spanish. What I don't r …
LeLuc's user avatar
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1 vote
0 answers
380 views

Is it possible to fine-tune a (Spanish RoBERTa) model for a different task?

I'm doing sentiment analysis of Spanish tweets. After reviewing some of the recent literature, I've seen that there's been a most recent effort to train a RoBERTa model exclusively on Spanish text. It …
LeLuc's user avatar
  • 131
2 votes
1 answer
240 views

Can I use a pre-trained model for sentiment analysis/text classification of unlabelled data?

I'm planning on working on a project where I'll have a large collection of tweets about coronavirus vaccines. None of the tweets will have a label (e.g. positive, neutral, negative). Therefore I won't …
LeLuc's user avatar
  • 131