TIFG: Text-Informed Feature Generation with Large Language Models.
Xinhao ZhangJinghan ZhangFengran MoYuzhong ChenKunpeng LiuPublished in: CoRR (2024)
Keyphrases
- language model
- feature generation
- information retrieval
- language modeling
- inductive learning
- text categorization
- n gram
- query expansion
- probabilistic model
- statistical approaches
- information extraction
- feature representations
- speech recognition
- text mining
- text documents
- word sense disambiguation
- generation method
- constructive induction
- keywords
- machine learning
- inductive logic programming
- selection strategy
- feature construction
- knowledge acquisition
- high level
- active learning