Sources of Performance in CRF Transfer Training: a Business Name-tagging Case Study.
Marc B. VilainJonathan HugginsBen WellnerPublished in: RANLP (2009)
Keyphrases
- case study
- conditional random fields
- business process
- information systems
- business models
- business intelligence
- information sources
- business processes
- knowledge management
- real world
- structured prediction
- data mining
- web services
- graphical models
- learning transfer
- training process
- electronic commerce
- transfer learning
- maximum entropy
- structural svms
- supervised learning
- business environment
- training phase
- competitive advantage
- business applications
- random fields
- metadata
- design process
- training set
- information extraction
- online learning
- data quality
- decision making
- multiple sources
- training data
- training samples
- machine learning
- return on investment
- software development