Try:
from datasets import load_dataset
dataset = load_dataset("lhoestq/conll2003")
This is because support for trust_remote_code=True was removed in datasets library version 4.0.0 and later. You can work around this by using datasets that don’t rely on builder scripts (like the one shown above) or by downgrading the datasets library to version 3.6.0 or earlier.