Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences.
Yasemin AltunMark JohnsonThomas HofmannPublished in: EMNLP (2003)
Keyphrases
- optimization methods
- loss function
- discriminative learning
- pairwise constraints
- generative model
- pairwise
- simulated annealing
- optimization method
- optimization problems
- support vector
- maximum margin
- learning to rank
- structured prediction
- semi supervised
- multi label
- neural network
- class labels
- differential evolution
- text categorization
- image classification