The Effect of Model Size on LLM Post-hoc Explainability via LIME.
Henning HeyenAmy WiddicombeNoah Y. SiegelMaría Pérez-OrtizPhilip TreleavenPublished in: CoRR (2024)
Keyphrases
- probabilistic model
- computational model
- hybrid model
- mathematical model
- data sets
- theoretical framework
- prior knowledge
- high level
- cost function
- case study
- management system
- least squares
- website
- computer vision
- social networks
- experimental data
- closed form
- neural network model
- formal model
- prediction model
- parameter values
- database