Probability of Differentiation Reveals Brittleness of Homogeneity Bias in Large Language Models.
Messi H. J. LeeCalvin K. LaiPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- probabilistic model
- document retrieval
- retrieval model
- n gram
- speech recognition
- test collection
- language modelling
- information retrieval
- query expansion
- pseudo relevance feedback
- statistical language models
- context sensitive
- smoothing methods
- vector space model
- document ranking
- relevance model
- translation model
- conditional probabilities
- document length
- word error rate
- ad hoc information retrieval
- language models for information retrieval
- query terms
- language modeling approaches
- language model for information retrieval