Traditional Methods Outperform Generative LLMs at Forecasting Credit Ratings.
Felix DrinkallJanet B. PierrehumbertStefan ZohrenPublished in: CoRR (2024)
Keyphrases
- methods outperform
- collaborative filtering
- generative model
- short term
- credit scoring
- exchange rate
- credit risk
- data driven
- credit card
- fraud detection
- discriminative learning
- electricity consumption
- user preferences
- weather forecasting
- neural network
- unsupervised learning
- risk analysis
- forecasting accuracy
- product recommendation
- cold start problem
- medium term
- load forecasting
- financial time series
- forecasting model
- logistic regression
- long term
- decision making