37 search results - page 7 / 8 » Unsupervised Multilingual Grammar Induction |
ACL
2012
11 years 7 months ago
2012
We argue that multilingual parallel data provides a valuable source of indirect supervision for induction of shallow semantic representations. Specifically, we consider unsupervi...
ACL
2004
13 years 6 months ago
2004
Exploiting unannotated natural language data is hard largely because unsupervised parameter estimation is hard. We describe deterministic annealing (Rose et al., 1990) as an appea...
IEAAIE
2005
Springer
13 years 11 months ago
2005
Springer
In application domains such as medicine, where a large amount of data is gathered, a medical diagnosis and a better understanding of the underlying generating process is an aim. Re...
IJCNLP
2005
Springer
13 years 11 months ago
2005
Springer
Abstract. We present a new implication of Wu’s (1997) Inversion Transduction Grammar (ITG) Hypothesis, on the problem of retrieving truly parallel sentence translations from larg...
CLIN
2004
13 years 6 months ago
2004
Machine learning and statistical methods have yielded impressive results in a wide variety of natural language processing tasks. These advances have generally been regarded as eng...