ADAPT at SemEval-2018 Task 9: Skip-Gram Word Embeddings for Unsupervised Hypernym Discovery in Specialised Corpora.
Alfredo MaldonadoFilip KlubickaPublished in: SemEval@NAACL-HLT (2018)
Keyphrases
- wordnet
- word sense disambiguation
- hand crafted
- natural language processing
- sense disambiguation
- supervised methods
- co occurrence
- semantic relations
- word sense
- chinese english
- pos tagging
- part of speech
- unsupervised methods
- pos taggers
- computational linguistics
- semi supervised
- text documents
- unsupervised learning
- lexical semantics
- semantic similarity
- knowledge base
- supervised learning
- vector space
- grammar induction
- keywords
- knowledge discovery
- text mining
- linguistic knowledge
- parallel corpus
- information extraction
- statistical machine translation
- pointwise mutual information
- data mining
- text corpora
- manifold learning
- machine translation
- dimensionality reduction
- knowledge representation
- artificial intelligence
- machine learning
- distance measure
- high dimensional
- target word
- web pages