Yuansheng Zhou

DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval

Generative retrieval constitutes an innovative approach in information retrieval, leveraging generative language models(LM) to generate a ranked list of document identifiers (docid) for a given query. It simplifies the retrieval pipeline by replacing the large external index with model parameters. H…