User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.
Sam DavidsonSalvatore RomeoRaphael ShuJames GungArshit GuptaSaab MansourYi ZhangPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- dialogue system
- probabilistic model
- n gram
- statistical language models
- document retrieval
- information retrieval
- speech recognition
- query expansion
- retrieval model
- smoothing methods
- language models for information retrieval
- context sensitive
- test collection
- vector space model
- language modelling
- bayesian networks
- query terms
- query processing
- recommender systems
- user feedback
- search tasks
- pseudo relevance feedback
- passage retrieval
- translation model
- co occurrence
- collaborative filtering
- document length
- tutorial dialogue
- okapi bm
- ad hoc information retrieval
- statistical language modeling