How to Train good Word Embeddings for Biomedical NLP.
Billy ChiuGamal K. O. CrichtonAnna KorhonenSampo PyysaloPublished in: BioNLP@ACL (2016)
Keyphrases
- information extraction
- natural language processing
- text mining
- word sense disambiguation
- linguistic knowledge
- co occurrence
- grammar induction
- computing semantic relatedness
- machine translation
- lexical semantics
- n gram
- dimensionality reduction
- word recognition
- part of speech
- biomedical data
- text analysis
- language processing
- sentence level
- vector space
- coreference resolution
- scientific literature
- biomedical images
- sentiment analysis
- text processing
- manifold learning
- entity extraction
- low dimensional
- machine learning
- related words
- field of natural language processing
- tasks in natural language processing
- word segmentation
- biomedical literature
- noun phrases
- free text
- named entities
- question answering
- wordnet
- distance measure
- artificial intelligence