no code implementations • 2 May 2024 • James Mayfield, Eugene Yang, Dawn Lawrie, Sean MacAvaney, Paul McNamee, Douglas W. Oard, Luca Soldaini, Ian Soboroff, Orion Weller, Efsun Kayi, Kate Sanders, Marc Mason, Noah Hibbler
Reports with these qualities are necessary to satisfy the complex, nuanced, or multi-faceted information needs of users.
1 code implementation • 2 May 2024 • Dawn Lawrie, Efsun Kayi, Eugene Yang, James Mayfield, Douglas W. Oard
PLAID, an efficient implementation of the ColBERT late interaction bi-encoder using pretrained language models for ranking, consistently achieves state-of-the-art performance in monolingual, cross-language, and multilingual retrieval.