DebUnc: Mitigating Hallucinations in Large Language Model Agent Communication with Uncertainty Estimations.
Luke YoffeAlfonso AmayuelasWilliam Yang WangPublished in: CoRR (2024)
Keyphrases
- statistical language modeling
- language model
- agent communication
- language modeling
- n gram
- multi agent
- multi agent systems
- probabilistic model
- document retrieval
- information retrieval
- language modelling
- retrieval model
- speech recognition
- test collection
- query expansion
- context sensitive
- uncertain data
- agent architecture
- reinforcement learning
- document length
- smoothing methods
- statistical language models
- mixture model
- cross lingual
- translation model
- query terms
- word error rate
- vector space model
- query specific
- conditional probabilities
- intelligent agents
- generative model
- dirichlet prior
- ad hoc information retrieval
- cooperative