Ribeka Keyaki

Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models

Fine-tuning in information retrieval systems using pre-trained language models (PLM-based IR) requires learning query representations and query-document relations, in addition to downstream task-specific learning. This study introduces coarse-tuning as an intermediate learning stage that bridges pre…