Machine Learning Approaches for Temporal Information Extraction: A comparative study.
Oleksandr KolomiyetsMarie-Francine MoensPublished in: GI Jahrestagung (2009)
Keyphrases
- machine learning approaches
- information extraction
- machine learning
- machine learning methods
- temporal information
- spatio temporal
- natural language processing
- data mining methods
- temporal constraints
- temporal databases
- spatial and temporal
- machine learning algorithms
- semi structured
- machine learning models
- free text
- named entities
- temporal consistency
- temporal data
- text mining
- named entity recognition
- precision and recall
- relational learning
- web mining
- question answering
- conditional random fields
- data extraction
- temporal relations
- temporal evolution
- information retrieval
- real world
- temporal patterns
- structured data
- relation extraction
- nearest neighbor
- open domain
- ontology based information extraction