Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models.
Chris SamarinasPracha PromthawAtharva NijasureHansi ZengJulian KillingbackHamed ZamaniPublished in: CoRR (2024)
Keyphrases
- language model
- state transition
- dialogue system
- language modeling
- state transitions
- input output
- state transition model
- state space
- hidden markov models
- black box
- n gram
- document retrieval
- speech recognition
- probabilistic model
- language modelling
- retrieval model
- query expansion
- information retrieval
- markov chain
- test collection
- context sensitive
- finite state machines
- tutorial dialogue
- probability distribution
- relevance model
- document ranking
- statistical language models
- ad hoc information retrieval
- smoothing methods
- pseudo relevance feedback
- vector space model
- translation model
- query specific
- language models for information retrieval
- relational databases
- matching algorithm
- okapi bm