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Explainable Natural Language Processing with Matrix Product States
Despite empirical successes of recurrent neural networks (RNNs) in natural language processing (NLP), theoretical understanding of RNNs is still limited due to intrinsically complex non-linear computations.
Quantum supremacy and quantum phase transitions
Demonstrating the ability of existing quantum platforms to perform certain computational tasks intractable to classical computers represents a cornerstone in quantum computing.
Quantum Physics Disordered Systems and Neural Networks Quantum Gases Statistical Mechanics
