Datasets for Societal Challenges

[tapaswenipathak]

Machine learning works per its datasets. Collect datasets for addressing societal challenges with detection for misinformation, hate speech (extremism, sexism, racism), polarization in political debate, or emotionalization in climate debate.

• Collect datasets
• Annotate datasets
• Anonymise datasets
• Composing lexicons of words and scores (e.g., a list of pejorative words)
• Testing with ML algorithms seeing how predictive they are