215 citations · 1.3k across the 64 of their papers we have counts for
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cs.CL2015★ 12 cited
Learning to Search for Dependencies
Kai-Wei Chang, He He, Hal Daumé +1
We demonstrate that a dependency parser can be built using a credit assignment compiler which removes the burden of worrying about low-level machine learning details from the parse…
cs.LG2015★ 91 cited
Learning to Search Better Than Your Teacher
Kai-Wei Chang, Akshay Krishnamurthy, Alekh Agarwal +2
Methods for learning to search for structured prediction typically imitate a reference policy, with existing theoretical guarantees demonstrating low regret compared to that refere…