SCCL (NAACL 2021) Dejiao Zhang, Feng Nan, Xiaokai Wei, Shangwen Li, Henghui Zhu, Kathleen McKeown, Ramesh Nallapati, Andrew Arnold, and Bing Xiang.
In additional to the original data, SCCL requires a pair of augmented data for each instance. See our paper for details.
python==3.6.
pytorch==1.6.0.
sentence-transformers==0.3.8.
transformers==3.3.0.
tensorboardX==2.1.
1. put your dataset in the folder "./datasamples" # for some license issue, we are not able to release the dataset now, we'll release the datasets asap
2. bash ./scripts/run.sh # you need change the dataset info and results path accordingly
@inproceedings{zhang-etal-2021-supporting,
title = "Supporting Clustering with Contrastive Learning",
author = "Zhang, Dejiao and Nan, Feng and Wei, Xiaokai and
Li, Shang-Wen and Zhu, Henghui and McKeown, Kathleen and
Nallapati, Ramesh and Arnold, Andrew O. and Xiang, Bing",
booktitle = "Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies",
month = jun,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2021.naacl-main.427",
pages = "5419--5430",
abstract = " ",}