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cs.IR2025
JIR-Arena: The First Benchmark Dataset for Just-in-time Information Recommendation
Ke Yang, Kevin Ros, Shankar Kumar Senthil Kumar +1
Just-in-time Information Recommendation (JIR) is a service designed to deliver the most relevant information precisely when users need it, , addressing their knowledge gaps with mi…
cs.IR2025
Interactive Information Need Prediction with Intent and Context
Kevin Ros, Dhyey Pandya, ChengXiang Zhai
The ability to predict a user's information need would have wide-ranging implications, from saving time and effort to mitigating vocabulary gaps. We study how to interactively pred…