SenseFitting: Sense Level Semantic Specialization of Word Embeddings for Word Sense Disambiguation.
Manuel StoeckelSajawel AhmedAlexander MehlerPublished in: CoRR (2019)
Keyphrases
- word sense disambiguation
- sense disambiguation
- word sense
- wordnet
- ambiguous words
- semantic similarity
- natural language processing
- syntactic analysis
- co occurrence
- target word
- machine translation
- semantic information
- unknown words
- linguistic knowledge
- information extraction
- cross language information retrieval
- semantic roles
- highly ambiguous
- computational linguistics
- semantic relatedness
- semantic features
- part of speech
- cross lingual
- semantic role labeling
- natural language
- artificial intelligence
- knowledge base
- dimensionality reduction
- lexical database
- feature set
- semantic relations
- tf idf
- text processing
- lexical information
- text documents
- machine learning methods