18 citations · 42 across the 13 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.HC2022★ 6 cited
Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System
Ziyi Ye, Xiaohui Xie, Yiqun Liu +4
With the growth of information on the Web, most users heavily rely on information access systems (e.g., search engines, recommender systems, etc.) in their daily lives. During this…
cs.IR2022★ 6 cited
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval
Jingtao Zhan, Qingyao Ai, Yiqun Liu +4
Recent advance in Dense Retrieval (DR) techniques has significantly improved the effectiveness of first-stage retrieval. Trained with large-scale supervised data, DR models can enc…
cs.IR2022★ 4 cited
Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models
Jingtao Zhan, Xiaohui Xie, Jiaxin Mao +4
A retrieval model should not only interpolate the training data but also extrapolate well to the queries that are different from the training data. While neural retrieval models ha…