Contrastive Learning of Stress-specific Word Embedding for Social Media based Stress Detection

Author:

Wang Xin1ORCID,Zhang Huijun1ORCID,Cao Lei2ORCID,Zeng Kaisheng1ORCID,Li Qi2ORCID,Li Ningyun1ORCID,Feng Ling1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. Beijing Normal University, Beijing, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference69 articles.

1. Dara Bahri , Heinrich Jiang , Yi Tay , and Donald Metzler . 2022 . Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption . In The Tenth International Conference on Learning Representations, ICLR 2022 , Virtual Event , April 25-29, 2022. OpenReview.net. https://openreview.net/forum?id=CuV_qYkmKb3 Dara Bahri, Heinrich Jiang, Yi Tay, and Donald Metzler. 2022. Scarf: Self-Supervised Contrastive Learning using Random Feature Corruption. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net. https://openreview.net/forum?id=CuV_qYkmKb3

2. Distributional Memory: A General Framework for Corpus-Based Semantics

3. Category-Aware Chronic Stress Detection on Microblogs

4. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey Hinton . 2020 . A simple framework for contrastive learning of visual representations . In Proceedings of the 37th International Conference on Machine Learning, ICML 2020 , 13-18 July 2020, Virtual Event (Proceedings of Machine Learning Research , Vol. 119). PMLR, 1597-- 1607 . http://proceedings.mlr.press/v119/chen20j.html Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey Hinton. 2020. A simple framework for contrastive learning of visual representations. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event (Proceedings of Machine Learning Research, Vol. 119). PMLR, 1597--1607. http://proceedings.mlr.press/v119/chen20j.html

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