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cs.LG2013★ 2 cited
An Empirical Evaluation of Sequence-Tagging Trainers
P. Balamurugan, Shirish Shevade, S. Sundararajan +1
The task of assigning label sequences to a set of observed sequences is common in computational linguistics. Several models for sequence labeling have been proposed over the last f…
cs.LG2013★ 1 cited
Large Margin Semi-supervised Structured Output Learning
P. Balamurugan, Shirish Shevade, Sundararajan Sellamanickam
In structured output learning, obtaining labelled data for real-world applications is usually costly, while unlabelled examples are available in abundance. Semi-supervised structur…