173 citations · 2k across the 156 of their papers we have counts for
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IllinoisSL: A JAVA Library for Structured Prediction
Kai-Wei Chang, Shyam Upadhyay, Ming-Wei Chang +2
IllinoisSL is a Java library for learning structured prediction models. It supports structured Support Vector Machines and structured Perceptron. The library consists of a core lea…
From Paraphrase Database to Compositional Paraphrase Model and Back
John Wieting, Mohit Bansal, Kevin Gimpel +2
The Paraphrase Database (PPDB; Ganitkevitch et al., 2013) is an extensive semantic resource, consisting of a list of phrase pairs with (heuristic) confidence estimates. However, it…
Distributed Training of Structured SVM
Ching-pei Lee, Kai-Wei Chang, Shyam Upadhyay +1
Training structured prediction models is time-consuming. However, most existing approaches only use a single machine, thus, the advantage of computing power and the capacity for la…