Towards Better Serialization of Tabular Data for Few-shot Classification with Large Language Models.
Sukriti JaitlyTanay ShahAshish ShuganiRazik Singh GrewalPublished in: CoRR (2023)
Keyphrases
- language model
- tabular data
- language modeling
- probabilistic model
- document retrieval
- n gram
- language modelling
- statistical language models
- classification accuracy
- retrieval model
- decision trees
- feature vectors
- machine learning
- speech recognition
- language models for information retrieval
- smoothing methods
- information retrieval
- query expansion
- image classification
- query terms
- visual features
- feature space
- feature selection