Metaheuristics for Tuning Model Parameters in Two Natural Language Processing Applications.
Lukasz KlykPawel B. MyszkowskiBartosz BrodaMaciej PiaseckiDavid UrbanskyPublished in: AIMSA (2012)
Keyphrases
- natural language processing
- information extraction
- metaheuristic
- computational linguistics
- natural language
- text processing
- semantic analysis
- language processing
- question answering
- machine translation
- particle swarm optimization
- wordnet
- machine learning
- semantic relations
- word sense disambiguation
- text mining
- artificial intelligence
- knowledge representation
- named entity recognition
- scatter search
- text summarization
- named entities
- combinatorial optimization
- feature engineering
- hybrid algorithms
- linguistic knowledge
- vehicle routing problem
- free text
- tabu search
- computational biology
- simulated annealing
- database
- hybrid evolutionary
- rule selection
- ant colony optimization
- tuning parameters
- nature inspired
- solution space
- field of natural language processing
- fine tuning
- parameter settings
- optimization method
- text classification
- knowledge base
- genetic algorithm
- neural network