Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus.
Arit Kumar BishwasAshish ManiVasile PaladePublished in: CoRR (2020)
Keyphrases
- natural language processing
- optimization problems
- optimization procedure
- information extraction
- efficient optimization
- metadata
- quadratic programming
- convex relaxation
- computational linguistics
- wordnet
- optimization algorithm
- speech recognition
- part of speech
- optimization method
- robust optimization
- semantic analysis
- quantum computing
- quantum inspired
- global optimization
- question answering
- saddle point
- field of natural language processing
- representer theorem
- tasks in natural language processing
- genetic algorithm
- spoken language
- language processing
- optimization methods
- convex optimization
- probabilistic model
- evolutionary algorithm
- artificial intelligence