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MM
2004
ACM
170views Multimedia» more  MM 2004»
15 years 12 months ago
Effective automatic image annotation via a coherent language model and active learning
Image annotations allow users to access a large image database with textual queries. There have been several studies on automatic image annotation utilizing machine learning techn...
Rong Jin, Joyce Y. Chai, Luo Si
IWMM
2010
Springer
140views Hardware» more  IWMM 2010»
15 years 8 months ago
Parametric inference of memory requirements for garbage collected languages
The accurate prediction of program's memory requirements is a critical component in software development. Existing heap space analyses either do not take deallocation into ac...
Elvira Albert, Samir Genaim, Miguel Gómez-Z...
CICLING
2009
Springer
16 years 7 months ago
Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation
We propose a supervised word sense disambiguation (WSD) system that uses features obtained from clustering results of word instances. Our approach is novel in that we employ semi-s...
Kazunari Sugiyama, Manabu Okumura
IJCNLP
2005
Springer
16 years 1 days ago
Using a Partially Annotated Corpus to Build a Dependency Parser for Japanese
Abstract. We explore the use of a partially annotated corpus to build a dependency parser for Japanese. We examine two types of partially annotated corpora. It is found that a pars...
Manabu Sassano
IJCNLP
2005
Springer
16 years 1 days ago
Automatic Term Extraction Based on Perplexity of Compound Words
Many methods of term extraction have been discussed in terms of their accuracy on huge corpora. However, when we try to apply various methods that derive from frequency to a small ...
Minoru Yoshida, Hiroshi Nakagawa