A Fast Accurate Two-stage Training Algorithm for L1-regularized CRFs with Heuristic Line Search Strategy.
Jinlong ZhouXipeng QiuXuanjing HuangPublished in: IJCNLP (2011)
Keyphrases
- search strategy
- training algorithm
- search strategies
- search algorithm
- back propagation
- neural network
- hill climbing
- search heuristics
- search space
- conditional random fields
- branch and bound search
- neural network training
- training process
- support vector machine
- effective pruning
- learning algorithm
- learning rate
- least squares
- artificial neural networks
- optimal solution
- genetic algorithm
- artificial intelligence
- information extraction
- rbf neural network
- heuristic search
- data sets
- dynamic programming
- decision making