19 citations · 35 across the 3 of their papers we have counts for
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cs.CL2022★ 4 cited
ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference
Kai Hui, Honglei Zhuang, Tao Chen +8
State-of-the-art neural models typically encode document-query pairs using cross-attention for re-ranking. To this end, models generally utilize an encoder-only (like BERT) paradig…
cs.CL2021★ 19 cited
Dynamic Language Models for Continuously Evolving Content
Spurthi Amba Hombaiah, Tao Chen, Mingyang Zhang +2
The content on the web is in a constant state of flux. New entities, issues, and ideas continuously emerge, while the semantics of the existing conversation topics gradually shift.…