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GitHub / richouzo / hate-speech-detection-survey

Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/richouzo%2Fhate-speech-detection-survey

Stars: 15
Forks: 3
Open Issues: 0

License: cc0-1.0
Language: Jupyter Notebook
Repo Size: 122 MB
Dependencies: 13

Created: over 2 years ago
Updated: 10 months ago
Last pushed: over 2 years ago
Last synced: 10 months ago

Topics: bert, captum, deep-learning, hate-speech, hate-speech-detection, hatespeech, huggingface, machine-learning, natural-language-processing, nlp, offensive-language, social-media, transformers, twitter, xai

Files

Readme

Dependencies

requirements.txt pypi

PyYAML >=6.0
captum >=0.4.1
emoji >=1.6.1
matplotlib >=3.5.0
nltk >=3.6.5
numpy >=1.21.4
pandas >=1.3.4
scikit-learn >=1.0.1
seaborn >=0.11.2
spacy >=3.2.1
torchtext >=0.11.0
tqdm >=4.47.0
transformers >=4.12.5