Texts in, meaning out: neural language models in semantic similarity task for Russian.
Andrey KutuzovIgor AndreevPublished in: CoRR (2015)
Keyphrases
- semantic similarity
- language model
- semantic representations
- semantic content
- language modeling
- natural language
- vector space model
- co occurrence
- document retrieval
- similarity measure
- probabilistic model
- n gram
- test collection
- wordnet
- retrieval model
- semantic features
- information retrieval
- semantic relatedness
- semantic information
- semantically similar
- morphological analysis
- language models for information retrieval
- semantic similarity computation
- word sense disambiguation
- word sense
- smoothing methods
- query expansion
- document representation
- query terms
- relevance model
- text documents
- keywords
- word pairs
- feature selection
- knowledge base
- document similarity
- topic models
- translation model
- pseudo relevance feedback
- retrieval effectiveness