PT-HCL for Zero-Shot Stance Detection

The code of this repository is constantly being updated...

Please look forward to it!

Introduction

This repository was used in our paper:

Zero-Shot Stance Detection via Contrastive Learning
Bin Liang, Zixiao Chen, Lin Gui, Yulan He, Min Yang, Ruifeng Xu^*. Proceedings of WWW 2022

Please cite our paper and kindly give a star for this repository if you use this code.

Train with command, optional arguments could be found in train_pt_hcl_vast.py & train_pt_hcl_sem16.py & train_pt_hcl_wtwt.py
Run VAST dataset: ./run_zssd_vast.sh
Run WTWT dataset: ./run_zssd_wtwt.sh
Run SEM16 dataset: ./run_zssd_sem16.sh

Name		Name	Last commit message	Last commit date
Latest commit History 14 Commits
__pycache__		__pycache__
augment_data		augment_data
datasets		datasets
layers		layers
models		models
raw_data		raw_data
transformers		transformers
vast_data		vast_data
zeroshot_vast		zeroshot_vast
README.md		README.md
__init__.py		__init__.py
add_new_label_to_vast_devtest.py		add_new_label_to_vast_devtest.py
criterion.py		criterion.py
data_utils.py		data_utils.py
data_utils_new_label.py		data_utils_new_label.py
infoNCE.py		infoNCE.py
preprocess_augment_data.py		preprocess_augment_data.py
preprocess_augment_data_for_vast.py		preprocess_augment_data_for_vast.py
preprocess_csv.py		preprocess_csv.py
preprocess_vast.py		preprocess_vast.py
process_other_aug_data.py		process_other_aug_data.py
run_pretext_task.sh		run_pretext_task.sh
run_zssd.sh		run_zssd.sh
run_zssd_sem16.sh		run_zssd_sem16.sh
run_zssd_vast.sh		run_zssd_vast.sh
run_zssd_wtwt.sh		run_zssd_wtwt.sh
train_aug_sem16.py		train_aug_sem16.py
train_aug_wtwt.py		train_aug_wtwt.py
train_cl_vast.py		train_cl_vast.py
train_new_label.py		train_new_label.py
train_new_label_for_vast.py		train_new_label_for_vast.py
train_pt_hcl_sem16.py		train_pt_hcl_sem16.py
train_pt_hcl_vast.py		train_pt_hcl_vast.py
train_pt_hcl_wtwt.py		train_pt_hcl_wtwt.py