From Supervised to Generative: A Novel Paradigm for Tabular Deep Learning with Large Language Models.
Xumeng WenHan ZhangShun ZhengWei XuJiang BianPublished in: KDD (2024)
Keyphrases
- deep learning
- language model
- unsupervised learning
- language modeling
- restricted boltzmann machine
- supervised learning
- weakly supervised
- n gram
- machine learning
- unsupervised feature learning
- information retrieval
- semi supervised
- probabilistic model
- document retrieval
- language modeling framework
- query expansion
- statistical language models
- generative model
- language models for information retrieval
- smoothing methods
- retrieval model
- dimensionality reduction
- expectation maximization
- feature selection
- information retrieval systems
- object class
- learning algorithm
- bag of words
- object recognition
- relevance model
- pattern recognition
- model selection
- text classification