Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation.
Jia GuLiang PangHuawei ShenXueqi ChengPublished in: CoRR (2024)
Keyphrases
- language model
- probability distribution
- language modeling
- n gram
- document retrieval
- probabilistic model
- retrieval model
- speech recognition
- statistical language models
- language modelling
- information retrieval
- query expansion
- test collection
- language model for information retrieval
- language models for information retrieval
- smoothing methods
- context sensitive
- query terms
- bayesian networks
- relevance model
- translation model
- vector space model
- document length
- spoken term detection
- word segmentation
- document ranking
- word error rate