#Synthetic data generation
Latest news articles tagged with "Synthetic data generation". Follow the timeline of events, related topics, and entities.
Articles (3)
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🇺🇸 A Lightweight Explainable Guardrail for Prompt Safety
[USA]
arXiv:2602.15853v1 Announce Type: cross Abstract: We propose a lightweight explainable guardrail (LEG) method for the classification of unsafe prompts. LEG uses a multi-task learning architecture to ...
Related: #AI safety, #Prompt safety, #Explainable AI, #Multi‑task learning -
🇺🇸 FairTabGen: High-Fidelity and Fair Synthetic Health Data Generation from Limited Samples
[USA]
arXiv:2508.11810v2 Announce Type: replace-cross Abstract: Synthetic healthcare data generation offers a promising solution to research limitations in clinical settings caused by privacy and regulator...
Related: #Data privacy in healthcare, #Large language models, #Resource efficiency, #Fairness and bias in AI -
🇺🇸 Developing AI Agents with Simulated Data: Why, what, and how?
[USA]
arXiv:2602.15816v1 Announce Type: new Abstract: As insufficient data volume and quality remain the key impediments to the adoption of modern subsymbolic AI, techniques of synthetic data generation ar...
Related: #Data scarcity in AI, #Simulation techniques, #AI training methodologies, #Reference frameworks