Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique.
Aparna GarimellaRada MihalceaAkhash AmarnathPublished in: AACL/IJCNLP (2) (2022)
Keyphrases
- fine tuning
- language model
- language modeling
- probabilistic model
- information retrieval
- n gram
- document retrieval
- speech recognition
- language modelling
- query expansion
- ad hoc information retrieval
- context sensitive
- test collection
- retrieval model
- fine tuned
- statistical language models
- document ranking
- mixture model
- word error rate
- vector space model
- pseudo relevance feedback
- relevance model
- smoothing methods