Tag: automated data generation
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Dynamic Context Evolution for Diverse Synthetic Data
Enhance synthetic data generation with Dynamic Context Evolution, boosting output diversity and quality in large language models without fine-tuning.
ORBIT: Budget-Friendly Scalable Data for Search Agents
Discover ORBIT, a scalable, verifiable dataset for training search agents with multi-step reasoning, all created without costly API services.
Optimsyn: Optimizing Synthetic Data with Influence-Guided Rubrics
Discover Optimsyn, a framework that enhances synthetic data generation using influence-guided rubric optimization and reinforcement learning for better mod...
GMA-SAWGAN-GP: Boost IDS Detection with Data Generation
Enhance Intrusion Detection Systems with GMA-SAWGAN-GP, a novel data generative framework improving accuracy and detection of unknown cyber threats.
Reasoning-Driven Synthetic Data Generation with Simula
Discover Simula, a scalable reasoning-driven framework for synthetic data generation and evaluation that enhances AI model training without seed data.