Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics.
Paula CzarnowskaYogarshi VyasKashif ShahPublished in: CoRR (2021)
Keyphrases
- natural language processing
- machine learning
- social interaction
- inductive bias
- semantic analysis
- text mining
- social networks
- question answering
- knowledge base
- camera calibration
- language processing
- analytical models
- natural language
- image quality
- wordnet
- theoretical analysis
- resource allocation
- similarity metrics
- data sets