https://github.com/elziya/sentiment_classification_nlp

https://github.com/elziya/sentiment_classification_nlp

bert-model lstm nltk sentiment-classification text-classification tf-idf

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/elziya/sentiment_classification_nlp
• Owner: elziya
• Created: 2024-08-17T19:18:34.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2024-08-17T19:41:51.000Z (5 months ago)
• Last Synced: 2024-08-17T20:45:03.883Z (5 months ago)
• Topics: bert-model, lstm, nltk, sentiment-classification, text-classification, tf-idf
• Language: Jupyter Notebook
• Homepage:
• Size: 160 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Классификация текста

## Датасет 

[Stanford Sentiment Treebank](https://huggingface.co/datasets/sst2) - датасет с предложениями на английском языке из обзоров на фильмы, помеченные 0 - negative и 1 - positive.

## Logistic Regression + TF-IDF

## LSTM 

## BERT-based model