Morphosyntactic Preprocessing Impact on Document Embedding: An Empirical Study on Semantic Similarity.
Nourelhouda YahiHacene BelhadefPublished in: IRICT (2019)
Keyphrases
- semantic similarity
- vector space model
- preprocessing
- document similarity
- semantic information
- co occurrence
- related documents
- cosine similarity
- wordnet
- similarity measure
- semantic similarity computation
- semantically similar
- semantic relatedness
- semantic features
- sentence similarity
- tf idf
- semantic similarity measure
- document collections
- vector space
- information retrieval systems
- feature extraction
- semantic relationships
- word sense disambiguation
- information retrieval
- document clustering
- document representation
- text documents
- keywords
- part of speech
- retrieval systems
- user queries
- databases
- word sense
- web documents
- metadata
- human subjects
- document retrieval
- visual similarity
- search engine
- machine learning