Query Drift Compensation: Enabling Compatibility in Continual Learning of Retrieval Embedding Models

Dipam Goswami, Liying Wang, Bartłomiej Twardowski +1

Text embedding models enable semantic search, powering several NLP applications like Retrieval Augmented Generation by efficient information retrieval (IR). However, text embedding…