Illuminating the Black Box: A Psychometric Investigation into the Multifaceted Nature of Large Language Models.
Yang LuJordan YuShou-Hsuan Stephen HuangPublished in: CoRR (2023)
Keyphrases
- black box
- language model
- language modeling
- black boxes
- document retrieval
- n gram
- speech recognition
- information retrieval
- probabilistic model
- language modelling
- retrieval model
- white box
- statistical language models
- vector space model
- test collection
- ad hoc information retrieval
- query expansion
- pseudo relevance feedback
- test cases
- language models for information retrieval
- smoothing methods
- query terms
- database systems
- context sensitive
- integration testing
- white box testing
- machine learning
- document length
- term dependencies
- hidden markov models