https://github.com/y-t-g/shopee-sentiment-analysis

Sentiment analysis on Shopee reviews with BERT using Hugging Face Transformers, Blurr and FastAI libraries
https://github.com/y-t-g/shopee-sentiment-analysis

Last synced: 2 months ago
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Sentiment analysis on Shopee reviews with BERT using Hugging Face Transformers, Blurr and FastAI libraries

• Host: GitHub
• URL: https://github.com/y-t-g/shopee-sentiment-analysis
• Owner: Y-T-G
• Created: 2021-09-30T08:42:37.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-10-04T18:14:29.000Z (over 3 years ago)
• Last Synced: 2025-02-08T21:26:49.952Z (4 months ago)
• Language: Jupyter Notebook
• Size: 384 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

# Sentiment Analysis on Shopee Reviews

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/Y-T-G/shopee-sentiment-analysis/blob/master/sentiment_analysis.ipynb)

This project utilizes [Blurr](https://github.com/ohmeow/blurr) library's huggingface transformers integration for the FastAI deep learning framework to fine-tune the BERT language model for sentiment analysis using the [Shopee Sentiment Analysis](https://www.kaggle.com/c/shopee-sentiment-analysis) dataset from Kaggle.

# Group Members

|             Name             | Matric No |

| ---------------------------- | --------- |

| Yasin Mohammed               | 1814111   |

| Mohammed Raashid Salih Batha | 1817209   |

| Ahmad Nasali Bin Abd Manaf   | 1815091   |

| Mahanad Chamie  Majed Eddin  | 1625331   |

# Resources

Blurr library - https://github.com/ohmeow/blurr

FastAI - https://github.com/fastai/fastai

Hugging Face Transformers - https://github.com/huggingface/transformers

Dataset - [Shopee Code League - Sentiment Analysis](https://www.kaggle.com/c/shopee-sentiment-analysis)