Automatically Auditing Large Language Models via Discrete Optimization.
Erik JonesAnca D. DraganAditi RaghunathanJacob SteinhardtPublished in: CoRR (2023)
Keyphrases
- language model
- discrete optimization
- language modeling
- combinatorial optimization problems
- document retrieval
- probabilistic model
- n gram
- speech recognition
- query expansion
- information retrieval
- language modelling
- retrieval model
- context sensitive
- statistical language models
- ad hoc information retrieval
- smoothing methods
- test collection
- document ranking
- pseudo relevance feedback
- language models for information retrieval
- relevance model
- query terms
- vector space model
- graph matching
- neural network
- pattern matching
- information retrieval systems
- pattern recognition
- objective function
- genetic algorithm
- statistical language modeling