DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification.
Junfan Chen|Richong Zhang|Yaowei Zheng|Qianben Chen|Chunming Hu|Yongyi Mao
| Anthology ID: | DBLP:conf/www/ChenZZCHM24 |
|---|---|
| Volume: | Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024 |
| Year: | 2024 |
| Venue: | The Web Conference (WWW) |
| Publisher: | ACM |
| Pages: | 4362-4371 |
| URL: | https://doi.org/10.1145/3589334.3645668 |
| DOI: | https://doi.org/10.1145/3589334.3645668 |
| DBLP: | conf/www/ChenZZCHM24 |
| BibTeX: |
@inproceedings{chen-2024-dualcl,
author = {Junfan Chen and
Richong Zhang and
Yaowei Zheng and
Qianben Chen and
Chunming Hu and
Yongyi Mao},
editor = {Tat-Seng Chua and
Chong-Wah Ngo and
Ravi Kumar and
Hady Wirawan Lauw and
Roy Ka-Wei Lee},
title = {{DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification}},
booktitle = {{Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024}},
pages = {4362--4371},
publisher = {ACM},
year = {2024},
url = {https://doi.org/10.1145/3589334.3645668},
doi = {https://doi.org/10.1145/3589334.3645668}
}