Gender, Race, and Intersectional Bias in Resume Screening via Language Model Retrieval.
Kyra WilsonAylin CaliskanPublished in: CoRR (2024)
Keyphrases
- language model
- retrieval model
- document retrieval
- ad hoc information retrieval
- query expansion
- test collection
- language modeling
- information retrieval
- language models for information retrieval
- query terms
- document length
- n gram
- smoothing methods
- statistical language models
- document ranking
- cross language retrieval
- trec test collections
- language modelling
- speech recognition
- probabilistic model
- query specific
- term dependencies
- okapi bm
- jelinek mercer
- relevance model
- document level
- vector space model
- ir models
- context sensitive
- retrieval effectiveness
- pseudo relevance feedback
- pseudo feedback
- web page retrieval
- mixture model
- retrieval systems
- text retrieval
- relevant documents
- original query
- divergence from randomness
- statistical language modeling
- cross language
- term frequency
- cross lingual
- document collections
- inter document similarities
- text categorization
- image database
- web search
- probabilistic retrieval models
- relevance feedback