Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer.
Pradeep NiroulaRuslan ShaydulinRomina YalovetzkyPierre MinssenDylan HermanShaohan HuMarco PistoiaPublished in: CoRR (2022)
Keyphrases
- extractive summarization
- quantum computation
- quantum computing
- concave convex procedure
- global optimization
- optimization problems
- quantum inspired
- probability ranking principle
- computer systems
- optimization algorithm
- evolutionary algorithm
- constrained optimization
- text summarization
- quantum mechanics
- optimization process
- quantum evolutionary algorithm
- logic circuits
- data mining
- dimensionality reduction
- higher order
- pairwise
- object recognition
- objective function