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» Prototype-Driven Grammar Induction
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ACL
2009
15 years 3 months ago
Dependency Grammar Induction via Bitext Projection Constraints
Kuzman Ganchev, Jennifer Gillenwater, Ben Taskar
153
Voted
ACL
2009
15 years 3 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
117
Voted
ACL
2011
14 years 9 months ago
Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models
Elias Ponvert, Jason Baldridge, Katrin Erk
CVPR
2007
IEEE
15 years 12 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...
135
Voted
COLING
2010
15 years 18 days 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...