Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers.
Yuan WangXuyang WuHsin-Tai WuZhiqiang TaoYi FangPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- speech recognition
- probabilistic model
- information retrieval
- test collection
- document retrieval
- query expansion
- learning to rank
- retrieval model
- language modelling
- statistical language models
- context sensitive
- ad hoc information retrieval
- document length
- smoothing methods
- query specific
- statistical measures
- vector space model
- passage retrieval
- document ranking
- okapi bm
- translation model
- relevance model
- pseudo relevance feedback
- information retrieval systems
- information extraction
- probabilistic retrieval models