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4 results for “curation”
ADAGE: A Language-Agnostic Pipeline for Analogical Reasoning Evaluation
Researchers introduced ADAGE, a language-agnostic pipeline for building culturally grounded, translation-free analogical reasoning benchmarks in Arabic, Amharic, and Japanese, revealing significant performance drops (12–52 pp) for open-weight LLMs on non-English tasks compared to English proverb reasoning.
Jul 28, 2026
Automatic Hard Example Synthesis with Multi-Level Agentic Data Curation
Researchers introduced an automated, multi-agent red-teaming system that synthesizes adversarial multimodal examples to improve MLLM content safety robustness, reducing false negatives by 16.7 percentage points on a public benchmark without human labeling.
Jul 17, 2026
Post-Generation Curation of Synthetic Images via Homogeneous-Heterogeneous Splitting
A new method called Homogeneous-Heterogeneous Splitting improves synthetic image utility by selecting subsets based on fidelity and diversity, without retraining generators, achieving real-data-level performance with up to 40% fewer samples.
Jul 8, 2026
Mytheresa Launches Mytheresa Out East, a Bespoke Mobile Boutique Experience in the Hamptons This Summer
Mytheresa, a luxury e-commerce platform, launched a temporary, high-end mobile boutique in the Hamptons to extend its digital brand experience into physical retail during summer 2026.
Published Jul 3, 2026 · Analyzed Jul 6, 2026