226 citations · 686 across the 13 of their papers we have counts for
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2007★ 6 cited
Dependency Parsing with Dynamic Bayesian Network
Virginia Savova, Leonid Peshkin
Exact parsing with finite state automata is deemed inappropriate because of the unbounded non-locality languages overwhelmingly exhibit. We propose a way to structure the parsing t…
cs.CL2003
Part-of-Speech Tagging with Minimal Lexicalization
Virginia Savova, Leonid Peshkin
We use a Dynamic Bayesian Network to represent compactly a variety of sublexical and contextual features relevant to Part-of-Speech (PoS) tagging. The outcome is a flexible tagger…
cs.CL2003★ 51 cited
Bayesian Information Extraction Network
Leonid Peshkin, Avi Pfeffer
Dynamic Bayesian networks (DBNs) offer an elegant way to integrate various aspects of language in one model. Many existing algorithms developed for learning and inference in DBNs a…