Exploring Predicate-Argument Relations for Named Entity Recognition in the Molecular Biology Domain.
Tuangthong WattarujeekritNigel CollierPublished in: Discovery Science (2005)
Keyphrases
- named entity recognition
- molecular biology
- predicate argument
- semantic role labeling
- information extraction
- named entities
- natural language processing
- relation extraction
- computational biology
- maximum entropy
- text summarization
- semi supervised
- protein structure
- conditional random fields
- biological data
- tree kernels
- microarray
- domain specific
- text mining
- dependency parsing
- semantic relations
- databases
- word sense disambiguation
- statistical methods
- similarity measure
- wordnet
- question answering
- unsupervised learning
- decision trees
- co occurrence
- machine learning