The table uniformity approach is proposed to solve the problem of dialect determination. The method is based on consistency measurement over a table Γδ
, which has been returned by parsing a CSV file with a dialect ρδ
, and the dispersion of records along with the inference of raw data types from fields.

MobileViTv2 is a vision transformer that is tuned to mobile device. MobileViTv2 introduced a separable self-attention method to reduce cost than MobileViT

MobileViTv2

Separable Self-attention for Mobile Vision Transformers

TbUM

Detecting CSV File Dialects by Table Uniformity Measurement and Data Type Inference

Dataset pruning is an approach to reduce a large dataset to obtain a small dataset by removing less significant sample.

Source	Detecting CSV File Dialects by Table Uniformity Measurement and Data Type Inference
Year
Data Source	Papers with Code archive (CC BY-SA)