[D] Is there a way to filter out "low quality" text sequences for a text classification task? Is there even a way to define "low quality?"

Hi. I'm currently working on a text classification task in the e-commerce domain where the objective is to receive a product name as input and output an item category. I've noticed that there are many cases where input texts aren't particularly informative (e.g., some are simply product codes like `FALLSW12302`) and would like to filter these samples out.

I'm currently testing two models on this task - one that performs more classical classification and another that casts this as a …

classification low machinelearning quality text text classification