A dataset for news media biases with multiple tasks.
News Media Biases
Enterprise
non-profit
AI & ML interests
None defined yet.
Organization Card
About org cards
Name of the Project: News and Social Media Biases
Project Lead: Shaina Raza
Team Members: Nifemi Bamgbose Mizanur Rahman, Shardul Ghuge, Farnaz Kohankhaki, Drai Paulen-Patterson, Yan Sidyakin, Veronica Chatrath
Location: Canada
Type of Project: (Research Project / Application Development / Non-Profit Initiative)
Established: 2023
Mission: To detect and debias media biases using advanced NLP techniques
Hugging Face Tools Used:
- Transformers Library: To use pre-trained models like BERT, RoBERTa, Llama2 etc., for bias detection.
- Datasets Library: A collection of NLP datasets that can be useful in understanding and detecting biases in different media outlets.
- Inference API: For deploying the bias detection models in real-world applications.
See package https://pypi.org/project/UnBIAS/
Contact Information: shaina.raza@utoronto.ca
References
If you use our work, please cite this page:
@misc{raza2023newsmediabias,
Author = {Shaina Raza},
title = {News Media Bias},
year = {2023},
url = {https://huggingface.co/newsmediabias},
}
Collections
1
spaces
1
models
31
newsmediabias/MBIAS
Text Generation
•
Updated
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28
newsmediabias/UnBIAS-RoBERTa-NER
Token Classification
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Updated
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11
newsmediabias/Roberta_Toxicity_Classification
Text Classification
•
Updated
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2
newsmediabias/Bert_Toxicity_Classification
Text Classification
•
Updated
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4
newsmediabias/DistilBert_Toxicity_Classification
Text Classification
•
Updated
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2
newsmediabias/Roberta_Sentiment_Classification
Text Classification
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Updated
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5
newsmediabias/Bert_Sentiment_Classification
Text Classification
•
Updated
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19
newsmediabias/DistilBert_Sentiment_Classification
Text Classification
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Updated
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6
newsmediabias/Mistral_Bias_Classification
Text Generation
•
Updated
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3
newsmediabias/LLama2_Bias_Classification
Text Generation
•
Updated
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4
datasets
22
newsmediabias/DB4Good
Viewer
•
Updated
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1
newsmediabias/Bias-Tokens
Updated
newsmediabias/news-bias-full-data
Updated
•
1
•
5
newsmediabias/instruction-safe-llm
Updated
newsmediabias/Bias-Debias-Alpaca
Updated
newsmediabias/bias-aspects
Updated
newsmediabias/Bias-Tokens-CONLL
Updated
newsmediabias/Bias-DeBiased
Updated
newsmediabias/fake_news_elections2024
Updated
newsmediabias/FAKE-NEWS-BIASES-LABELLED
Updated