Language Model Metrics and Procrustes Analysis for Improved Vector Transformation of NLP Embeddings.
Thomas ConleyJugal KalitaPublished in: ICON (2020)
Keyphrases
- language model
- language modeling
- procrustes analysis
- n gram
- vector space
- information retrieval
- document retrieval
- natural language processing
- retrieval model
- probabilistic model
- query expansion
- speech recognition
- language modelling
- ad hoc information retrieval
- test collection
- smoothing methods
- context sensitive
- query terms
- information extraction
- statistical language models
- translation model
- feature vectors
- text classification
- text mining
- statistical language modeling
- pseudo feedback
- document ranking
- vector space model
- statistical machine translation
- mixture model
- maximum likelihood
- machine translation
- document length
- low dimensional
- information retrieval systems
- text categorization
- language models for information retrieval
- word clouds
- evaluation metrics