Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation.
Ján CeginBranislav PecherJakub SimkoIvan SrbaMária BielikováPeter BrusilovskyPublished in: ACL (1) (2024)
Keyphrases
- probabilistic model
- conceptual model
- theoretical framework
- computational model
- neural network
- statistical model
- mathematical model
- information retrieval systems
- prior knowledge
- machine learning
- objective function
- training data
- similarity measure
- visual features
- theoretical analysis
- high level
- genetic algorithm
- information retrieval
- data sets
- formal model
- analytical model