433 citations · 1.3k across the 29 of their papers we have counts for
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cs.CL2022
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization
Haode Zhang, Haowen Liang, Yuwei Zhang +4
It is challenging to train a good intent classifier for a task-oriented dialogue system with only a few annotations. Recent studies have shown that fine-tuning pre-trained language…
cs.GT2022
Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing
Timothy Shin Heng Mak, Albert Y. S. Lam
Crowdsourcing has become an important tool to collect data for various artificial intelligence applications and auction can be an effective way to allocate work and determine rewar…