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#hierarchical taxonomy

CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

Beginner
Xinyu Zhu, Yihao Feng et al.Mar 1arXiv

CHIMERA is a small (about 9,000 examples) but very carefully built synthetic dataset that teaches AI to solve hard problems step by step.

#CHIMERA dataset#synthetic data generation#chain-of-thought

ProGuard: Towards Proactive Multimodal Safeguard

Intermediate
Shaohan Yu, Lijun Li et al.Dec 29arXiv

ProGuard is a safety guard for text and images that doesn’t just spot known problems—it can also recognize and name new, never-seen-before risks.

#proactive safety#multimodal moderation#out-of-distribution detection