Text Classification using spaCy v3.0 transformers in Python

Опубликовано: 26 Февраль 2025
на канале: Rithesh Sreenivasan
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Text Classification using spaCy v3.0 transformers in Python | Natural Language Processing Tutorial | #NLProc

In this video I will be explaining how we can perfom text classification with spaCy v3.0 transformers library in Python.

spaCy v3.0 features all new transformer-based pipelines that bring spaCy’s accuracy right up to the current state-of-the-art.

The dataset is from the Tweet Sentiment Extraction challenge from Kaggle(https://www.kaggle.com/c/tweet-sentim...)
We would perform text classification using spaCy on tweet data to classify tweets as "positive", "negative" or "neutral"

The code is present here: https://github.com/rsreetech/TextClas...
spaCy
https://spacy.io/


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