adversarial example generation 1agentic data curation 1automated red teaming 1content safety 1multimodal language models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.AI2026
Automatic Hard Example Synthesis with Multi-Level Agentic Data Curation
Genglin Liu, Muye Zhang, Krishnamurthy Viswanathan +5
The paper introduces an automated, multi‑agent framework that creates hard adversarial examples for multimodal large language models to improve content safety, achieving a signific…
cs.HC2024
The Evolution of LLM Adoption in Industry Data Curation Practices
Crystal Qian, Michael Xieyang Liu, Emily Reif +7
As large language models (LLMs) grow increasingly adept at processing unstructured text data, they offer new opportunities to enhance data curation workflows. This paper explores t…