Investigating Subtler Biases in LLMs: Ageism, Beauty, Institutional, and Nationality Bias in Generative Models.
Mahammed KamruzzamanMd. Minul Islam ShovonGene Louis KimPublished in: ACL (Findings) (2024)
Keyphrases
- generative model
- probabilistic model
- mixture model
- discriminative models
- conditional random fields
- discriminative learning
- prior knowledge
- semi supervised
- em algorithm
- object categories
- expectation maximization
- boltzmann machine
- decision trees
- generative and discriminative models
- representational power
- maximum entropy principle
- hidden variables
- graphical models
- probability distribution
- training set
- training data
- discriminatively trained
- clustering algorithm
- hierarchical hidden markov models