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CORR
1998
Springer
98views Education» more  CORR 1998»
13 years 4 months ago
Statistical Models for Unsupervised Prepositional Phrase Attachment
We present several unsupervised statistical models for the prepositional phrase attachment task that approach the accuracy of the best supervised methods for this task. Our unsupe...
Adwait Ratnaparkhi
COLING
1996
13 years 6 months ago
Prepositional Phrase Attachment Through A Hybrid Disambiguation Model
Prepositional phrase attachment is a major cause of stru(:tural alnbiguity in natural language. Recent work has been dependent on corpus-based approaches to deal with this problem...
Haodong Wu, Teiji Furugori
NAACL
1994
13 years 6 months ago
A Maximum Entropy Model for Prepositional Phrase Attachment
Adwait Ratnaparkhi, Jeffrey C. Reynar, Salim Rouko...
ICML
2004
IEEE
14 years 5 months ago
Learning random walk models for inducing word dependency distributions
Many NLP tasks rely on accurately estimating word dependency probabilities P(w1|w2), where the words w1 and w2 have a particular relationship (such as verb-object). Because of the...
Kristina Toutanova, Christopher D. Manning, Andrew...