GitHub - HKUST-KnowComp/WDDC: Source code for NAACL 2022 paper Weakly Supervised Text Classification using Supervision Signals from a Language Mode

WDDC

Source code for NAACL 2022 paper Weakly Supervised Text Classification using Supervision Signals from a Language Model.

We used python=3.6.8, torch-1.8.0. Other packages can be installed via pip install -r requirements.txt

To reproduce the results

sh run.sh

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
data		data
getSignalWords		getSignalWords
pretrain		pretrain
saved_model		saved_model
util		util
20news_bert.py		20news_bert.py
20news_extract.py		20news_extract.py
README.md		README.md
agnews_bert.py		agnews_bert.py
agnews_extract.py		agnews_extract.py
main.py		main.py
model.py		model.py
modules.py		modules.py
requirements.txt		requirements.txt
run.sh		run.sh
uci_bert.py		uci_bert.py
uci_extract.py		uci_extract.py