Evaluating semantic relations in neural word embeddings with biomedical and general domain knowledge bases.
Zhiwei ChenZhe HeXiuwen LiuJiang BianPublished in: BMC Medical Informatics Decis. Mak. (2018)
Keyphrases
- semantic relations
- wordnet
- co occurrence
- semantic network
- knowledge base
- word pairs
- noun phrases
- knowledge sources
- natural language processing
- word sense disambiguation
- relation extraction
- dependency relations
- neural network
- semantic relationships
- semantic structure
- knowledge acquisition
- ontology learning
- word sense
- knowledge based systems
- n gram
- description logics
- information extraction
- expert systems
- word similarity
- artificial intelligence
- measuring semantic similarity
- language model
- domain specific
- text mining
- probabilistic model
- data model
- prior knowledge
- training data
- machine learning