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We present lambeq, the first high-level Python library for Quantum Natural Language Processing (QNLP).
Advances in Quantum Cryptography
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Multivariate Stochastic Approximation Using a Simultaneous Perturbation Gradient Approximation
James C Spall · 1992
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The Syntactic Process
Mark Steedman · 2000
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Quantum Neural Networks
Sanjay Gupta and R.K.P. Zia · 2001
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String Matching in O(n+m) Quantum Time
H. Ramesh and V. Vinay · 2003
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A Categorical Semantics of Quantum Protocols
S. Abramsky and B. Coecke · 2004
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Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear Models
Stephen Clark and James R. Curran · 2007
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CCGbank: A Corpus of CCG Derivations and Dependency Structures Extracted from the Penn Treebank
Julia Hockenmaier and Mark Steedman · 2007
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From Word to Sentence
Joachim Lambek · 2008
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Physics, Topology, Logic and Computation: A Rosetta Stone
John Baez and Mike Stay · 2010
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Mathematical Foundations for a Compositional Distributional Model of Meaning
Bob Coecke, Mehrnoosh Sadrzadeh, and Stephen Clark · 2010
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Categories for the Practicing Physicist
B. Coecke and É. O. Paquette · 2011
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A practical introduction to tensor networks: Matrix product states and projected entangled pair states
Román Orús · 2014
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Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras , page 199–222
Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Stephen Pulman, and Bob Coecke · 2016
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Towards Quantum Language Models
Ivano Basile and Fabio Tamburini · 2017
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Picturing Quantum Processes: A First Course in Quantum Theory and Diagrammatic Reasoning
Bob Coecke and Aleks Kissinger · 2017
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Language Design as Information Renormalization
Angel J Gallego and Roman Orus · 2017
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Vasily Pestun and Yiannis Vlassopoulos · 2017
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Quantum Language Model with Entanglement Embedding for Question Answering
Yiwei Chen, Yu Pan, and Daoyi Dong · 2020
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DisCoPy: Monoidal Categories in Python
Giovanni de Felice, Alexis Toumi, and Bob Coecke · 2020
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Grammar-Aware Question-Answering on Quantum Computers
Konstantinos Meichanetzidis, Alexis Toumi, Giovanni de Felice, and Bob Coecke · 2020
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A Quantum Search Decoder for Natural Language Processing
Johannes Bausch, Sathyawageeswar Subramanian, and Stephen Piddock · 2021
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Something Old, Something New: Grammar-based CCG Parsing with Transformer Models
Stephen Clark · 2021
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Pennylane: Automatic Differentiation of Hybrid Quantum-Classical Computations
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Potential of Quantum Computing for Drug Discovery
Y. Cao, J. Romero, and A. Aspuru-Guzik · 2018
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Supervised Learning with Quantum Computers , volume 17
Maria Schuld and Francesco Petruccione · 2018
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Quantum Chemistry in the Age of Quantum Computing
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Supervised Learning with Quantum-Enhanced Feature Spaces
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Nathan Wiebe, Alex Bocharov, Paul Smolensky, Matthias Troyer, and Krysta M Svore · 2019
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The Mathematics of Text Structure
Bob Coecke · 2021
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QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer
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Quantum Natural Language Processing on Near-term Quantum Computers
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Diagrammatic Differentiation for Quantum Machine Learning
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Training Deep Quantum Neural Networks
Kerstin Beer, Dmytro Bondarenko, Terry Farrelly, Tobias J. Osborne, Robert Salzmann, Daniel Scheiermann, and Ramona Wolf · 2041
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Quantum Algorithms for Compositional Natural Language Processing
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