A dataset for news media biases with multiple tasks.
News Media Biases
non-profit
AI & ML interests
None defined yet.
Organization Card
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@torontomu.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
30
newsmediabias/UnBIAS-LLama2-Debiaser-Chat
Text Generation
•
Updated
•
5
newsmediabias/MBIAS
Text Generation
•
Updated
•
11
•
3
newsmediabias/UnBIAS-RoBERTa-NER
Token Classification
•
Updated
•
10
newsmediabias/Roberta_Toxicity_Classification
Text Classification
•
Updated
•
3
newsmediabias/Bert_Toxicity_Classification
Text Classification
•
Updated
•
4
newsmediabias/DistilBert_Toxicity_Classification
Text Classification
•
Updated
•
18
newsmediabias/Roberta_Sentiment_Classification
Text Classification
•
Updated
•
20
newsmediabias/Bert_Sentiment_Classification
Text Classification
•
Updated
•
6
newsmediabias/DistilBert_Sentiment_Classification
Text Classification
•
Updated
•
3
newsmediabias/Mistral_Bias_Classification
Text Generation
•
Updated
•
5
datasets
21
newsmediabias/news-bias-full-data
Viewer
•
Updated
•
3.72M
•
42
•
9
newsmediabias/fake_news_elections2024
Viewer
•
Updated
•
38.3k
•
2
•
2
newsmediabias/BIAS-CONLL
Viewer
•
Updated
•
50.6k
•
2
•
1
newsmediabias/NELA-GT_GPT-Labels_Dataset
Viewer
•
Updated
•
5.41k
newsmediabias/Bias-Tokens
Viewer
•
Updated
•
17k
•
2
newsmediabias/instruction-safe-llm
Viewer
•
Updated
•
16.6k
•
2
newsmediabias/Bias-Debias-Alpaca
Viewer
•
Updated
•
16.6k
•
2
newsmediabias/bias-aspects
Viewer
•
Updated
•
531k
•
2
newsmediabias/Bias-Tokens-CONLL
Viewer
•
Updated
•
313k
•
2
•
1
newsmediabias/Bias-DeBiased
Viewer
•
Updated
•
8.43k
•
5
•
1