Applications of submodular functions in speech and NLP.
Jeff A. BilmesHui LinAndrew GuilloryPublished in: MLSLP (2011)
Keyphrases
- submodular functions
- natural language processing
- greedy algorithm
- facility location problem
- speech recognition
- information extraction
- natural language
- diminishing returns
- question answering
- combinatorial optimization
- energy function
- text mining
- neural network
- objective function
- machine translation
- language processing
- convex optimization
- machine learning
- optimal solution
- bayesian networks
- decision trees
- image processing