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» Prototype-Driven Grammar Induction
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ACL
2009
14 years 9 months ago
Dependency Grammar Induction via Bitext Projection Constraints
Kuzman Ganchev, Jennifer Gillenwater, Ben Taskar
ACL
2009
14 years 9 months ago
Variational Inference for Grammar Induction with Prior Knowledge
Variational EM has become a popular technique in probabilistic NLP with hidden variables. Commonly, for computational tractability, we make strong independence assumptions, such a...
Shay B. Cohen, Noah A. Smith
95
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CVPR
2007
IEEE
15 years 6 months ago
Trajectory Series Analysis based Event Rule Induction for Visual Surveillance
In this paper, a generic rule induction framework based on trajectory series analysis is proposed to learn the event rules. First the trajectories acquired by a tracking system ar...
Zhang Zhang, Kaiqi Huang, Tieniu Tan, Liangsheng W...
COLING
2010
14 years 6 months ago
Cross-Lingual Induction for Deep Broad-Coverage Syntax: A Case Study on German Participles
This paper is a case study on cross-lingual induction of lexical resources for deep, broad-coverage syntactic analysis of German. We use a parallel corpus to induce a classifier f...
Sina Zarrieß, Aoife Cahill, Jonas Kuhn, Chri...