The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations.
Abel SalinasParth Vipul ShahYuzhong HuangRobert McCormackFred MorstatterPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- demographic information
- information retrieval
- document retrieval
- n gram
- speech recognition
- probabilistic model
- test collection
- retrieval model
- query expansion
- language modelling
- recommender systems
- statistical language models
- ad hoc information retrieval
- context sensitive
- language model for information retrieval
- vector space model
- query terms
- smoothing methods
- document ranking
- relevance model
- pseudo relevance feedback
- user preferences
- collaborative filtering
- keywords