Topic-based Multi-document Summarization using Differential Evolution forCombinatorial Optimization of Sentences.
Haruka ShigematsuIchiro KobayashiPublished in: PACLIC (2014)
Keyphrases
- multi document summarization
- differential evolution
- optimization algorithm
- optimization method
- evolution strategy
- evolutionary algorithm
- parameter optimization
- global optimization problems
- real coded
- differential evolution algorithm
- evolutionary strategy
- particle swarm optimization
- optimization problems
- particle swarm optimization pso
- harmony search
- automatic summarization
- document summarization
- mutation operator
- text summarization
- sentence level
- cross document
- single document summarization
- solving global optimization problems
- multi objective
- sentence extraction
- genetic algorithm
- mutual reinforcement
- document summaries
- multidocument summarization
- sentence similarity
- global optimization
- automatic text summarization
- feature selection
- shallow semantic
- graph based ranking algorithm
- information retrieval
- function optimization
- crossover operator