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 DunaganDallas CardDavid JurgensPublished in: CoRR (2023)
Keyphrases
- language model
- probabilistic model
- language modeling
- smoothing methods
- language modelling
- statistical language models
- n gram
- translation model
- test collection
- document retrieval
- mixture model
- speech recognition
- query expansion
- retrieval model
- information retrieval
- statistical language modeling
- context sensitive
- relevance model
- knn
- ir models
- word error rate
- pseudo relevance feedback
- language model for information retrieval