Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models.
Pieter DelobelleEwoenam Kwaku TokpoToon CaldersBettina BerendtPublished in: NAACL-HLT (2022)
Keyphrases
- language model
- pre trained
- language modeling
- n gram
- training data
- document retrieval
- probabilistic model
- retrieval model
- information retrieval
- speech recognition
- test collection
- training examples
- language modelling
- query expansion
- statistical language models
- control signals
- evaluation metrics
- document ranking
- language models for information retrieval
- small number
- bayesian networks
- learning algorithm
- neural network