Publications

Preprints

• C. London, D. Brown, W. Xu, S. Vatansever, C. J. Langmead, D. Kartsaklis, S. Clark, K. Meichanetzidis (2023). Peptide Binding Classification on Quantum Computers, [arXiv: 2311.15696][quant-ph] [pdf] [code]

Journal articles

• R. Lorenz, A. Pearson, K. Meichanetzidis, D. Kartsaklis, B. Coecke (2023). QNLP in Practice: Running Compositional Models of Meaning on a Quantum Computer, Journal of Artificial Intelligence Research, Vol. 76 [pdf] [code]

• D. Kartsaklis, S. Ramgoolam, M. Sadrzadeh (2018). Linguistic Matrix Theory, Annales de l'Institut Henri Poincaré, European Mathematical Society [pdf]

• M. Sadrzadeh, D. Kartsaklis, E. Balkir (2017). Sentence Entailment in Compositional Distributional Semantics, Annals of Mathematics and Artificial Intelligence, https://doi.org/10.1007/s10472-017-9570-x, Springer [pdf] [paper]

• D. Kartsaklis (2014). Compositional Operators in Distributional Semantics, Springer Science Reviews  (2014)2:161. https://doi.org/10.1007/s40362-014-0017-z [paper]

Technical reports

• D. Kartsaklis, I. Fan, R. Yeung, A. Pearson, R. Lorenz, A. Toumi, G. de Felice, K. Meichanetzidis, S. Clark, B. Coecke (2021). lambeq: An Efficient High-Level Python Library for Quantum NLP, [arXiv:2110.04236] [cs.CL] [pdf] [toolkit]

Books/Book chapters/Theses

• B. Coecke, J. Hedges, D. Kartsaklis, M. Lewis, D. Marsden (2018). Proceedings of the 2018 Workshop on Compositional Approaches in Physics, NLP and Social Sciences, EPTCS 283 [volume]

• D. Kartsaklis, M. Lewis, L. Rimell (2016). Proceedings of the 2016 Workshop on Semantic Spaces at the Intersection of NLP, Physics and Cognitive Science, EPTCS 221 [volume]

• D. Kartsaklis (2015). Compositional Distributional Semantics with Compact Closed Categories and Frobenius Algebras, Ph.D. Thesis, University of Oxford [pdf]

• D. Kartsaklis, M. Sadrzadeh, S. Pulman, B. Coecke (2013). Reasoning about Meaning in Natural Language with Compact Closed Categories and Frobenius Algebras, in Lecture Notes in Logic: Logic and Algebraic Structures in Quantum Computing, Cambridge University Press [pdf] [chapter]

• D. Kartsaklis (2010). Wide Coverage CCG Parsing with Quantifier Scope, MSc Thesis, University of Edinburgh [pdf]

Conference papers

• R. Yeung, D. Kartsaklis (2021). A CCG-Based Version of the DisCoCat Framework, Proceedings of SemSpace 2021 [pdf] [bibtex] [tool] [corpus]

• J. Cheng, D. Agrawal, H.M. Alonso, S. Bhargava, J. Driesen, F. Flego, D. Kaplan, D. Kartsaklis, L. Li, D. Piraviperumal, J.D. Williams, H. Yu, D. Ó Séaghdha, A. Johannsen (2020). Conversational Semantic Parsing for Dialog State Tracking, Proceedings of EMNLP 2020 [pdf] [bibtex] [dataset]

• V. Prokhorov, M.T. Pilehvar, D. Kartsaklis, P. Lio, N. Collier (2019). Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces, in Proceedings of the Thirty Third AAAI Conference on Artificial Intelligence (AAAI-2019) [pdf]

• D. Kartsaklis, M.T. Pilehvar, N. Collier (2018). Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs, in Proceedings of EMNLP 2018, Brussels, Belgium [pdf] [bibtex] [code] [slides] [poster]

• M.T. Pilehvar, D. Kartsaklis, V. Prokhorov, N. Collier (2018). CARD-660: Cambridge Rare Word Dataset - A Reliable Benchmark for Infrequent Word Representation Models, in Proceedings of EMNLP 2018, Brussels, Belgium [pdf] [bibtex] [dataset]

• K. Cvetko-Vah, M. Sadrzadeh, D. Kartsaklis, B. Bluntel (2017). Non-Commutative Logic for Compositional Distributional Semantics, in Proceedings of the International Workshop on Logic, Language, Information, and Computation (WoLLIC 2017), London, UK [paper]

• D. Kartsaklis, M. Sadrzadeh (2017). Distributional Inclusion Hypothesis for Tensor-based Composition, in Proceedings of COLING 2016, Osaka, Japan [pdf] [bibtex] [datasets]

• D. Kartsaklis, M. Sadrzadeh (2016). A Compositional Distributional Inclusion Hypothesis, in Proceedings of the 9th International Conference on Logical Aspects of Computational Linguistics (LACL 2016), Nancy, France [paper] [datasets]

• D. Kartsaklis (2016). Coordination in Categorical Compositional Distributional Semantics, in EPTCS 221: Proceedings of the Workshop at the Intersection of NLP, Physics, and Cognitive Science, Glasgow, Scotland [pdf] [bibtex]

• M. Sadrzadeh, D. Kartsaklis (2016). Compositional Distributional Models of Meaning, in COLING 2016: Tutorial Abstracts, Osaka, Japan [pdf] [bibtex] [slides]

• J. Cheng, D. Kartsaklis (2015). Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning, in Proceedings of EMNLP 2015, Lisbon, Portugal [pdf] [bibtex]

• R. Piedeleu, D. Kartsaklis, B. Coecke, M. Sadrzadeh (2015). Open System Categorical Quantum Semantics in Natural Language Processing, in Proceedings of 6th Conference of Algebra and Coalgebra (CALCO 2015), Nijmegen, The Netherlands [paper]

• D. Kartsaklis, M. Sadrzadeh (2015). A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics, in Proceedings of MoL 2015, Chicago, USA [pdf] [bibtex]

• D. Milajevs, D. Kartsaklis, M. Sadrzadeh, M. Purver (2014). Evaluating Neural Word Representations in Tensor-based Compositional Settings, in Proceedings of EMNLP 2014, Doha, Qatar [pdf] [bibtex]

• D. Kartsaklis, M. Sadrzadeh (2014). A Study of Entanglement in a Categorical Framework of Natural Language, in EPTCS 172: Proceedings of the 11th Workshop on Quantum Physics and Logic (QPL 2014), Kyoto, Japan [pdf] [bibtex] [dataset]

• D. Kartsaklis, N. Kalchbrenner, M. Sadrzadeh (2014). Resolving Lexical Ambiguity in Tensor Regression Models of Meaning, in Proceedings of ACL 2014, Baltimore, USA [pdf] [bibtex]

• J. Cheng, D. Kartsaklis, E. Grefenstette (2014). Investigating the Role of Prior Disambugation in Deep Compositional Models of Meaning, Learning Semantics workshop at NIPS 2014 [pdf]

• D. Kartsaklis, M. Sadrzadeh (2013). Prior Disambiguation of Word Tensors for Constructing Sentence Vectors, in Proceedings of EMNLP 2013, Seattle, USA [pdf] [bibtex]

• D. Kartsaklis, M. Sadrzadeh, S. Pulman (2013). Separating Disambiguation from Composition in Distributional Semantics, in Proceedings of CoNNL 2013, Sofia, Bulgaria [pdf] [bibtex] [dataset]

• D. Kartsaklis, M. Sadrzadeh, S. Pulman (2012). A Unified Sentence Space for Compositional Distributional Semantics: Theory and Experiments, in Proceedings of COLING 2012, Mumbai, India [pdf] [bibtex] [dataset]

• P. Kanavos, D. Kartsaklis (2010). Integrating Machine Translation with Translation Memory: A Practical Approach, Second Joint EM+/CNGL Workshop Bringing MT to the User, Denver, USA [pdf]

Magazine articles

• P. Kanavos, D. Kartsaklis (2008). Μετάφραση και υπολογιστές [Translation and Computers], Scientific American (Greek Edition), Feb. In Greek

Drafts/Abstracts

• V. Prokhorov, T. Pilehvar, D. Kartsaklis, P. Lio, N. Collier (2017). Learning Rare Word Representations using Semantic Bridging, arXiv:1707.07554 [pdf]

• D. Kartsaklis, M. Purver, M. Sadrzadeh (2016). Verb Phrase Ellipsis using Frobenius Algebras in Categorical Compositional Distributional Semantics, Distributional Semantics and Linguistic Theory workshop at ESSLLI 2016 [pdf]

• R. Piedeleu, D. Kartsaklis, B. Coecke, M. Sadrzadeh (2015). Modelling Ambiguity with Density Matrices in Compositional Distributional Models of Meaning, Advances in Distributional Semantics workshop at IWCS 2015 [pdf]