DADO

Framework

Dataset

Generated/Gold Datasets

The datasets, including the original train/validation/test data, the generated training data, as well as label names are available in subfolder ./dataset on https://huggingface.co/datasets/GLOX/DADO:

Dataset	# Train	# Test	# Class	Task	Domain
Amazon	13.8k	1.2k	23	Multiclass	Product Review
Reddit	26.6k	2.3k	45	Multiclass	Web Post
SST-2	6.9k	1.8k	2	Multiclass	Movie Review

Dataset Attributes

Please see the subfolders on the ./datasets directory for attribute information.

Code for Training Data Generation

See gen_train_data for details,

Code for Classifier Training

See train_classifier for details,

run_amazon.sh
run_reddit.sh
run_sst.sh

Citation