1 link tagged with all of: feedback + datasets + self-evolution + deep-learning + verification
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This article introduces a method for improving Deep Research Agents (DRAs) by using a feedback system during inference. The authors present DeepVerifier, a tool that assesses the agents' outputs against detailed rubrics to enhance their performance without additional training. They also offer a dataset to aid in the development of verification capabilities for open-source models.
deep-learning ✓
verification ✓
self-evolution ✓
feedback ✓
datasets ✓