You don't need a personality test to know these models are unreliable: Assessing the Reliability of Large Language Models on Psychometric Instruments.
Bangzhao ShuLechen ZhangMinje ChoiLavinia DunaganLajanugen LogeswaranMoontae LeeDallas CardDavid JurgensPublished in: NAACL-HLT (2024)
Keyphrases
- language model
- probabilistic model
- language modelling
- statistical language models
- n gram
- language modeling
- relevance model
- smoothing methods
- retrieval model
- test collection
- speech recognition
- mixture model
- document retrieval
- statistical models
- context sensitive
- query expansion
- translation model
- decision trees
- question answering
- generative model
- text mining
- recommender systems