203 citations · 229 across the 13 of their papers we have counts for
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cs.CL2021
Open Rule Induction
Wanyun Cui, Xingran Chen
Rules have a number of desirable properties. It is easy to understand, infer new knowledge, and communicate with other inference systems. One weakness of the previous rule inductio…
cs.CL2021
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense
Wanyun Cui, Xingran Chen
We study how to enhance text representation via textual commonsense. We point out that commonsense has the nature of domain discrepancy. Namely, commonsense has different data form…
cs.LG2021
Isotonic Data Augmentation for Knowledge Distillation
Wanyun Cui, Sen Yan
Knowledge distillation uses both real hard labels and soft labels predicted by teacher models as supervision. Intuitively, we expect the soft labels and hard labels to be concordan…