Gantavya Bhatt

COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation

2024 · arXiv (Cornell University)

Retrieval augmentation, the practice of retrieving additional data from large auxiliary pools, has emerged as an effective technique for enhancing model performance in the low-data regime. Prior approaches have employed only nearest-neighbor based strategies for …