Publications
Theses
- D.Phil. University of Oxford (2022)
Category Theory for Quantum Natural Language Processing [DOI]- Supervisors: Bob Coecke and Dan Marsden
- Examiners: Sam Staton and Michael Moortgat
- M.Sc. University of Oxford (2018)
Categorical compositional distributional questions, answers & discourse analysis [pdf]- Supervisor: Bob Coecke
- B.Sc. University of Oxford (2015)
Equilibrium Checking in Reactive Modules Games [pdf]- Supervisors: Julian Gutierrez and Michael Wooldridge
Journal articles
-
K. Meichanetzidis, A. Toumi, G. de Felice and B. Coecke (2023)
Grammar-aware sentence classification on quantum computers [DOI]
Quantum Machine Intelligence, volume 5, issue 1, pages 1-16 -
B. Coecke, F. Genovese, M. Lewis, D. Marsden and A. Toumi (2018)
Generalized relations in linguistics & cognition [DOI]
Theoretical Computer Science, volume 752, pages 104-115
Book chapters
- B. Coecke, G. Felice, K. Meichanetzidis and A. Toumi (2021)
How to make qubits speak [arXiv]
Quantum Computing in the Arts and Humanities, pages 277-297
Conference proceedings
-
A. Toumi and G. de Felice
Higher-Order DisCoCat (Peirce-Lambek-Montague semantics) [arXiv]
ACT 2024 -
A. Toumi, R. Yeung and G. de Felice
Diagrammatic Differentiation for Quantum Machine Learning [arXiv]
QPL 2021 -
K. Meichanetzidis, S. Gogioso, G. De Felice, N. Chiappori, A. Toumi and B. Coecke
Quantum natural language processing on near-term quantum computers [arXiv]
QPL 2020 -
G. de Felice, A. Toumi and B. Coecke
DisCoPy: monoidal categories in Python [arXiv]
ACT 2020 -
G. de Felice, E. Di Lavore, M. Román and A. Toumi
Functorial language games for question answering [arXiv]
ACT 2020 -
G. de Felice, K. Meichanetzidis and A. Toumi
Functorial question answering [arXiv]
ACT 2019 -
E. Boros, A. Toumi, E. Rouchet, B. Abadie, D. Stutzmann and C. Kermorvant
Automatic page classification in a large collection of manuscripts based on the International Image Interoperability Framework [DOI]
ICDAR 2019 -
B. Coecke, G. de Felice, D. Marsden and A. Toumi
Towards compositional distributional discourse analysis [arXiv]
CAPNS 2018 -
M. Wooldridge, J. Gutierrez, P. Harrenstein, E. Marchioni, G. Perelli and A. Toumi
Rational verification: From model checking to equilibrium checking [DOI]
AAAI 2016 -
A. Toumi, J. Gutierrez and M. Wooldridge
A tool for the automated verification of Nash equilibria in concurrent games [DOI]
ICTAC 2015
Conference abstracts
-
A. Toumi, R. Yeung, B. Poór and G. de Felice
Monoidal Streams and Probabilistic Dataflow with DisCoPy [pdf]
ACT 2024 -
A. Toumi, R. Yeung, B. Poór and G. de Felice
DisCoPy: the Hierarchy of Graphical Languages in Python [arXiv]
ACT 2023 -
A. Toumi, G. de Felice and R. Yeung
DisCoPy for the quantum computer scientist [arXiv]
QPL 2022 -
D. Kartsaklis, I. Fan, R. Yeung, T. Hoffmann, V. Kocijan, C. London, A. Pearson, R. Lorenz, A. Toumi, G. de Felice, K. Meichanetzidis, S. Clark and B. Coecke
Quantum NLP with lambeq [pdf]
ACT 2022 -
K. Meichanetzidis, R. Lorenz, A. Pearson, A. Toumi, G. de Felice, D. Kartsaklis and B. Coecke
QNLP: Compositional Models of Meaning on a Quantum Computer [pdf]
ACT 2021 -
L. McPheat, G. Wijnholds, M. Sadrzadeh, A. Correia and A. Toumi
Anaphora and Ellipsis in Lambek Calculus with a Relevant Modality: Syntax and Semantics [arXiv]
ACT 2021 -
A. Toumi and A. Koziell-Pipe
Functorial Language Models [arXiv]
ACT 2021 -
K. Meichanetzidis, S. Gogioso, G. De Felice, N. Chiappori, A. Toumi and B. Coecke
Quantum natural language processing [pdf]
ACT 2020 -
D. Shiebler, A. Toumi and M. Sadrzadeh
Incremental Monoidal Grammars [arXiv]
SYCO 6 (2019) -
A. Toumi
Discourse complexity in categorical compositional relational semantics [pdf]
Vector Semantics for Dialogue and Discourse (VSDD) workshop
13th International Conference on Computational Semantics (IWCS 2019)
Preprints
-
D. Kartsaklis, I. Fan, R. Yeung, A. Pearson, R. Lorenz, A. Toumi, G. de Felice, K. Meichanetzidis, S. Clark and B. Coecke (2021)
lambeq: An Efficient High-Level Python Library for Quantum NLP [arXiv] -
B. Coecke, G. de Felice, K. Meichanetzidis and A. Toumi (2020)
Foundations for near-term quantum natural language processing [arXiv]