23 citations · 78 across the 20 of their papers we have counts for
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cs.CL2015★ 5 cited
Approximation-Aware Dependency Parsing by Belief Propagation
Matthew R. Gormley, Mark Dredze, Jason Eisner
We show how to train the fast dependency parser of Smith and Eisner (2008) for improved accuracy. This parser can consider higher-order interactions among edges while retaining O(n…
cs.CL2015
Improved Relation Extraction with Feature-Rich Compositional Embedding Models
Matthew R. Gormley, Mo Yu, Mark Dredze
Compositional embedding models build a representation (or embedding) for a linguistic structure based on its component word embeddings. We propose a Feature-rich Compositional Embe…