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EMNLP
2007
13 years 7 months ago
A Sequence Alignment Model Based on the Averaged Perceptron
We describe a discriminatively trained sequence alignment model based on the averaged perceptron. In common with other approaches to sequence modeling using perceptrons, and in co...
Dayne Freitag, Shahram Khadivi
NIPS
2007
13 years 7 months ago
Expectation Maximization and Posterior Constraints
The expectation maximization (EM) algorithm is a widely used maximum likelihood estimation procedure for statistical models when the values of some of the variables in the model a...
João Graça, Kuzman Ganchev, Ben Task...
IPM
2006
171views more  IPM 2006»
13 years 6 months ago
Automatic extraction of bilingual word pairs using inductive chain learning in various languages
In this paper, we propose a new learning method for extracting bilingual word pairs from parallel corpora in various languages. In cross-language information retrieval, the system...
Hiroshi Echizen-ya, Kenji Araki, Yoshio Momouchi
ACL
2000
13 years 7 months ago
PENS: A Machine-aided English Writing System for Chinese Users
Writing English is a big barrier for most Chinese users. To build a computer-aided system that helps Chinese users not only on spelling checking and grammar checking but also on w...
Ting Liu, Ming Zhou, Jianfeng Gao, Endong Xun, Cha...
ACL
2006
13 years 7 months ago
A Collaborative Framework for Collecting Thai Unknown Words from the Web
We propose a collaborative framework for collecting Thai unknown words found on Web pages over the Internet. Our main goal is to design and construct a Webbased system which allow...
Choochart Haruechaiyasak, Chatchawal Sangkeettraka...