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Quantum Natural Language Processing (QNLP) deals with the design and implementation of NLP models intended to be run on quantum hardware.
Wiebe, N., Bocharov, A., Smolensky, P., Troyer, M., and Svore, K. M. (2019) · 1902
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Long Short-Term Memory
Hochreiter, S., and Schmidhuber, J. (1997) · 1997
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Implementation of the Simultaneous Perturbation Algorithm for Stochastic Optimization
Spall, J. C. (1998) · 1998
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Quantum Neural Networks
Gupta, S., and Zia, R. (2001) · 2001
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The Syntactic Process
Steedman, M. (2001) · 2001
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String Matching in O(n+m) Quantum Time
Ramesh, H., and Vinay, V. (2003) · 2003
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A Categorical Semantics of Quantum Protocols
Abramsky, S., and Coecke, B. (2004) · 2004
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From Word to Sentence
Lambek, J. (2008) · 2008
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Quantum Computation and the Evaluation of Tensor Networks
Arad, I., and Landau, Z. (2010) · 2010
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Mathematical Foundations for a Compositional Distributional Model of Meaning
Coecke, B., Sadrzadeh, M., and Clark, S. (2010) · 2010
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Composition in Distributional Models of Semantics
Mitchell, J., and Lapata, M. (2010) · 2010
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Experimental Support for a Categorical Compositional Distributional Model of Meaning
Grefenstette, E., and Sadrzadeh, M. (2011) · 2011
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Quantum Computation and Quantum Information: 10th Anniversary Edition
Nielsen, M. A., and Chuang, I. L. (2011) · 2011
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Foundations for Near-Term Quantum Natural Language Processing
Coecke, B., de Felice, G., Meichanetzidis, K., and Toumi, A. (2020) · 2012
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A Unified Sentence Space for Categorical Distributional-Compositional Semantics: Theory and Experiments
Kartsaklis, D., Sadrzadeh, M., and Pulman, S. (2012) · 2012
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Semantic Compositionality through Recursive Matrix-Vector Spaces
Socher, R., Huval, B., Manning, C., and Ng, A. (2012) · 2012
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The Frobenius Anatomy of Word Meanings I: Subject and Object Relative Pronouns
Sadrzadeh, M., Clark, S., and Coecke, B. (2013) · 2013
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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Socher, R., Perelygin, A., Wu, J., Chuang, J., Manning, C. D., Ng, A., and Potts, C. (2013) · 2013
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A Study of Entanglement in a Categorical Framework of Natural Language
Kartsaklis, D., and Sadrzadeh, M. (2014) · 2014
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A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
Orús, R. (2014) · 2014
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The Frobenius Anatomy of Word Meanings II: Possessive Relative Pronouns
Sadrzadeh, M., Clark, S., and Coecke, B. (2014) · 2014
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Deep Unordered Composition Rivals Syntactic Methods for Text Classification
Iyyer, M., Manjunatha, V., Boyd-Graber, J., and Daumé III, H. (2015) · 2015
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Open System Categorical Quantum Semantics in Natural Language Processing
Piedeleu, R., Kartsaklis, D., Coecke, B., and Sadrzadeh, M. (2015) · 2015
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Quantum Memories at Finite Temperature
Brown, B. J., Loss, D., Pachos, J. K., Self, C. N., and Wootton, J. R. (2016) · 2016
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Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras
Training Deep Quantum Neural Networks
Beer, K., Bondarenko, D., Farrelly, T., Osborne, T. J., Salzmann, R., Scheiermann, D., and Wolf, R. (2020) · 2020
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DisCoPy: Monoidal Categories in Python
de Felice, G., Toumi, A., and Coecke, B. (2020) · 2020
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Quantum Natural Language Processing on Near-Term Quantum Computers
Meichanetzidis, K., Gogioso, S., De Felice, G., Chiappori, N., Toumi, A., and Coecke, B. (2021) · 2020
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A Hybrid Classical-Quantum Workflow for Natural Language Processing
O’Riordan, L. J., Doyle, M., Baruffa, F., and Kannan, V. (2020) · 2020
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Advances in Quantum Cryptography
Pirandola, S., Andersen, U. L., Banchi, L., Berta, M., Bunandar, D., Colbeck, R., Englund, D., Gehring, T., Lupo, C., Ottaviani, C., and et al. (2020) · 2020
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A Quantum Search Decoder for Natural Language Processing
Bausch, J., Subramanian, S., and Piddock, S. (2021) · 2021
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Kartsaklis, D., Sadrzadeh, M., Pulman, S., and Coecke, B. (2016) · 2016
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RELPRON: A Relative Clause Evaluation Data Set for Compositional Distributional Semantics
Rimell, L., Maillard, J., Polajnar, T., and Clark, S. (2016) · 2016
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Quantum Algorithms for Compositional Natural Language Processing
Zeng, W., and Coecke, B. (2016) · 2016
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Towards Quantum Language Models
Basile, I., and Tamburini, F. (2017) · 2017
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Picturing Quantum Processes: A First Course in Quantum Theory and Diagrammatic Reasoning
Coecke, B., and Kissinger, A. (2017) · 2017
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Graded Hyponymy for Compositional Distributional Semantics
Bankova, D., Coecke, B., Lewis, M., and Marsden, D. (2018) · 2018
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Potential of Quantum Computing for Drug Discovery
Cao, Y., Romero, J., and Aspuru-Guzik, A. (2018) · 2018
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Quantum Language Model with Entanglement Embedding for Question Answering
Chen, Y., Pan, Y., and Dong, D. (2021) · 2021
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Measurement-Based Variational Quantum Eigensolver
Ferguson, R. R., Dellantonio, L., Balushi, A. A., Jansen, K., Dür, W., and Muschik, C. A. (2021) · 2021
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Low-Depth Gradient Measurements Can Improve Convergence in Variational Hybrid Quantum-Classical Algorithms
Harrow, A. W., and Napp, J. C. (2021) · 2021
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Power of Data in Quantum Machine Learning
Huang, H.-Y., Broughton, M., Mohseni, M., Babbush, R., Boixo, S., Neven, H., and McClean, J. R. (2021) · 2021
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lambeq: An Efficient High-Level Python Library for Quantum NLP
Kartsaklis, D., Fan, I., Yeung, R., Pearson, A., Lorenz, R., Toumi, A., de Felice, G., Meichanetzidis, K., Clark, S., and Coecke, B. (2021) · 2021
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Supervised Quantum Machine Learning Models are Kernel Methods
Schuld, M. (2021) · 2021
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A CCG-Based Version of the DisCoCat Framework
Yeung, R., and Kartsaklis, D. (2021) · 2021
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Noisy Intermediate-Scale Quantum Algorithms
Bharti, K., Cervera-Lierta, A., Kyaw, T. H., Haug, T., Alperin-Lea, S., Anand, A., Degroote, M., Heimonen, H., Kottmann, J. S., Menke, T., Mok, W.-K., Sim, S., Kwek, L.-C., and Aspuru-Guzik, A. (2022) · 2022
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Quantum In Pictures
Coecke, B., and Gogioso, S. (2022) · 2022
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Language Design as Information Renormalization
Gallego, Á. J., and Orús, R. (2022) · 2022
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Quantum Self-Supervised Learning
Jaderberg, B., Anderson, L. W., Xie, W., Albanie, S., Kiffner, M., and Jaksch, D. (2022) · 2022
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Grammar-Aware Sentence Classification on Quantum Computers
Meichanetzidis, K., Toumi, A., de Felice, G., and Coecke, B. (2023) · 2023
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