Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models.
Abhishek KumarSarfaroz YunusovAli EmamiPublished in: ACL (1) (2024)
Keyphrases
- language model
- language modeling
- probabilistic model
- n gram
- speech recognition
- query expansion
- information retrieval
- language modelling
- document retrieval
- retrieval model
- evaluation metrics
- smoothing methods
- evaluation measures
- context sensitive
- test collection
- ad hoc information retrieval
- statistical language models
- affinity measure
- language models for information retrieval
- vector space model
- query terms
- pseudo relevance feedback
- query specific
- document length
- document ranking
- precision and recall
- language model for information retrieval
- word error rate