30 citations · 47 across the 12 of their papers we have counts for
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cs.LG2023
Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
Ananth Balashankar, Xiao Ma, Aradhana Sinha +4
As large language models (LLMs) are widely adopted, new safety issues and policies emerge, to which existing safety classifiers do not generalize well. If we have only observed a f…
cs.LG2022
A Human-ML Collaboration Framework for Improving Video Content Reviews
Meghana Deodhar, Xiao Ma, Yixin Cai +3
We deal with the problem of localized in-video taxonomic human annotation in the video content moderation domain, where the goal is to identify video segments that violate granular…