10 search results - page 1 / 2 » Clustering Polysemic Subcategorization Frame Distributions S... |
ACL
2003
14 years 7 days ago
2003
Previous research has demonstrated the utility of clustering in inducing semantic verb classes from undisambiguated corpus data. We describe a new approach which involves clusteri...
LREC
2008
14 years 8 days ago
2008
In this paper, we reported experiments of unsupervised automatic acquisition of Italian and English verb subcategorization frames (SCFs) from general and domain corpora. The propo...
CORR
1999
Springer
13 years 10 months ago
1999
Springer
We present a technique for automatic induction of slot annotations for subcategorization frames, based on induction of hidden classes in the EM framework of statistical estimation...
ACL
2012
12 years 1 months ago
2012
We present a novel approach for building verb subcategorization lexicons using a simple graphical model. In contrast to previous methods, we show how the model can be trained with...
EMNLP
2010
13 years 8 months ago
2010
We introduce tiered clustering, a mixture model capable of accounting for varying degrees of shared (context-independent) feature structure, and demonstrate its applicability to i...