Christopher H. Lin
University of Washington
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Publication
Featured researches published by Christopher H. Lin.
north american chapter of the association for computational linguistics | 2016
Angli Liu; Stephen Soderland; Jonathan Bragg; Christopher H. Lin; Xiao Ling; Daniel S. Weld
Can crowdsourced annotation of training data boost performance for relation extraction over methods based solely on distant supervision? While crowdsourcing has been shown effective for many NLP tasks, previous researchers found only minimal improvement when applying the method to relation extraction. This paper demonstrates that a much larger boost is possible, e.g., raising F1 from 0.40 to 0.60. Furthermore, the gains are due to a simple, generalizable technique, Gated Instruction, which combines an interactive tutorial, feedback to correct errors during training, and improved screening.
Artificial Intelligence | 2013
Peng Dai; Christopher H. Lin; Daniel S. Weld
national conference on artificial intelligence | 2012
Christopher H. Lin; Mausam Mausam; Daniel S. Weld
uncertainty in artificial intelligence | 2012
Christopher H. Lin; Daniel S. Weld
national conference on artificial intelligence | 2012
Daniel S. Weld; Eytan Adar; Lydia B. Chilton; Raphael Hoffmann; Eric Horvitz; Mitchell Koch; James A. Landay; Christopher H. Lin
national conference on artificial intelligence | 2014
Christopher H. Lin; Daniel S. Weld
national conference on artificial intelligence | 2014
Christopher H. Lin; Ece Kamar; Eric Horvitz
national conference on artificial intelligence | 2016
Christopher H. Lin; Daniel S. Weld
international conference on artificial intelligence | 2015
Christopher H. Lin; Andrey Kolobov; Ece Kamar; Eric Horvitz
national conference on artificial intelligence | 2012
Christopher H. Lin; Daniel S. Weld
