https://github.com/ali-mhrez/stance-detection-mbert-features
This repository provides the implementation and results of experiments using Multilingual BERT (mBERT) features as input to CNN and LSTM architectures for the task of Stance Detection. we explore two approaches to feature extraction: using the final layer, and concatenating the features from the last four layers.
https://github.com/ali-mhrez/stance-detection-mbert-features
arabic-language bilstm cnn ensemble mbert pytorch stance-detection
Last synced: 6 months ago
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This repository provides the implementation and results of experiments using Multilingual BERT (mBERT) features as input to CNN and LSTM architectures for the task of Stance Detection. we explore two approaches to feature extraction: using the final layer, and concatenating the features from the last four layers.
- Host: GitHub
- URL: https://github.com/ali-mhrez/stance-detection-mbert-features
- Owner: Ali-Mhrez
- Created: 2024-12-16T14:28:03.000Z (10 months ago)
- Default Branch: main
- Last Pushed: 2024-12-18T11:34:42.000Z (10 months ago)
- Last Synced: 2025-02-14T23:32:40.100Z (8 months ago)
- Topics: arabic-language, bilstm, cnn, ensemble, mbert, pytorch, stance-detection
- Language: Jupyter Notebook
- Homepage:
- Size: 223 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files: