3 papers
cs.IR2025
On Correlating Factors for Domain Adaptation Performance
Goksenin Yuksel, Jaap Kamps
Dense retrievers have demonstrated significant potential for neural information retrieval; however, they lack robustness to domain shifts, limiting their efficacy in zero-shot sett…
cs.IR2025
Interpretability Analysis of Domain Adapted Dense Retrievers
Goksenin Yuksel, Jaap Kamps
Dense retrievers have demonstrated significant potential for neural information retrieval; however, they exhibit a lack of robustness to domain shifts, thereby limiting their effic…
cs.IR2025
Remining Hard Negatives for Generative Pseudo Labeled Domain Adaptation
Goksenin Yuksel, David Rau, Jaap Kamps
Dense retrievers have demonstrated significant potential for neural information retrieval; however, they exhibit a lack of robustness to domain shifts, thereby limiting their effic…