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Research Interests:
Natural language processing: grammar induction, dependency parsing, semantic parsing, knowledge base population, coreference resolution, topic modeling, computational semantics.
Machine learning: approximate inference, unsupervised learning, decomposition techniques, nonparametrics, global optimization, low-resource learning, approximation-aware learning.