Enhancing Fault Detection for Large Language Models via Mutation-Based Confidence Smoothing.
Qiang HuJin WenMaxime CordyYuheng HuangXiaofei XieLei MaPublished in: CoRR (2024)
Keyphrases
- fault detection
- language model
- smoothing methods
- language models for information retrieval
- language modeling approaches
- language modeling
- statistical language modeling
- dirichlet prior
- fault diagnosis
- n gram
- industrial processes
- fault identification
- document length
- information retrieval
- genetic algorithm
- probabilistic model
- evolutionary algorithm
- robust fault detection
- test collection
- document retrieval
- language modelling
- tennessee eastman
- retrieval model
- speech recognition
- query expansion
- language modeling framework
- power plant
- fuel cell
- failure detection
- context sensitive
- vector space model
- fitness function
- query specific
- query terms
- statistical language models
- pseudo relevance feedback
- soft computing
- constraint satisfaction
- document ranking
- translation model