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cs.CL2023
Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models
Jiang Zhang, Qiong Wu, Yiming Xu +3
Toxic content detection is crucial for online services to remove inappropriate content that violates community standards. To automate the detection process, prior works have propos…
cs.CL2023★ 1 cited
APAM: Adaptive Pre-training and Adaptive Meta Learning in Language Model for Noisy Labels and Long-tailed Learning
Sunyi Chi, Bo Dong, Yiming Xu +2
Practical natural language processing (NLP) tasks are commonly long-tailed with noisy labels. Those problems challenge the generalization and robustness of complex models such as D…