64 search results - page 7 / 13 » Training Multi-layer Perceptrons Using MiniMin Approach |
EMNLP
2007
13 years 9 months ago
2007
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...
IJCNN
2008
IEEE
14 years 1 months ago
2008
IEEE
— Negative Correlation Learning (NCL) has been showing to outperform other ensemble learning approaches in off-line mode. A key point to the success of NCL is that the learning o...
ISCAS
1995
IEEE
13 years 11 months ago
1995
IEEE
This paper proposes a multilevel logic approach to output coding using multilevel neurons in the output layer. Training convergence for a single multilevel perceptron is considere...
ACL
2007
13 years 9 months ago
2007
Standard approaches to Chinese word segmentation treat the problem as a tagging task, assigning labels to the characters in the sequence indicating whether the character marks a w...
ACL
2008
13 years 9 months ago
2008
For Chinese POS tagging, word segmentation is a preliminary step. To avoid error propagation and improve segmentation by utilizing POS information, segmentation and tagging can be...