Membership inference attack susceptibility of clinical language models
Deep Neural Network (DNN) models have been shown to have high empirical privacy
leakages. Clinical language models (CLMs) trained on clinical data have been used to …
leakages. Clinical language models (CLMs) trained on clinical data have been used to …
Compositional game theory
We introduce open games as a compositional foundation of economic game theory. A
compositional approach potentially allows methods of game theory and theoretical computer …
compositional approach potentially allows methods of game theory and theoretical computer …
The mathematics of text structure
B Coecke - Joachim Lambek: The Interplay of Mathematics, Logic …, 2021 - Springer
In previous work we gave a mathematical foundation, referred to as DisCoCat, for how
words interact in a sentence in order to produce the meaning of that sentence. To do so, we …
words interact in a sentence in order to produce the meaning of that sentence. To do so, we …
A CCG-based version of the DisCoCat framework
R Yeung, D Kartsaklis - arXiv preprint arXiv:2105.07720, 2021 - arxiv.org
While the DisCoCat model (Coecke et al., 2010) has been proved a valuable tool for
studying compositional aspects of language at the level of semantics, its strong dependency …
studying compositional aspects of language at the level of semantics, its strong dependency …
Quantum natural language processing on near-term quantum computers
In this work, we describe a full-stack pipeline for natural language processing on near-term
quantum computers, aka QNLP. The language-modelling framework we employ is that of …
quantum computers, aka QNLP. The language-modelling framework we employ is that of …
Category theory for quantum natural language processing
A Toumi - arXiv preprint arXiv:2212.06615, 2022 - arxiv.org
This thesis introduces quantum natural language processing (QNLP) models based on a
simple yet powerful analogy between computational linguistics and quantum mechanics …
simple yet powerful analogy between computational linguistics and quantum mechanics …
The Frobenius anatomy of word meanings II: possessive relative pronouns
Within the categorical compositional distributional model of meaning, we provide semantic
interpretations for the subject and object roles of the possessive relative pronoun 'whose' …
interpretations for the subject and object roles of the possessive relative pronoun 'whose' …
Interacting conceptual spaces I: Grammatical composition of concepts
The categorical compositional approach to meaning has been successfully applied in
natural language processing, outperforming other models in mainstream empirical language …
natural language processing, outperforming other models in mainstream empirical language …
Representation learning for type-driven composition
This paper is about learning word representations using grammatical type information. We
use the syntactic types of Combinatory Categorial Grammar to develop multilinear …
use the syntactic types of Combinatory Categorial Grammar to develop multilinear …
Meaning updating of density matrices
B Coecke, K Meichanetzidis - arXiv preprint arXiv:2001.00862, 2020 - arxiv.org
The DisCoCat model of natural language meaning assigns meaning to a sentence given:(i)
the meanings of its words, and,(ii) its grammatical structure. The recently introduced …
the meanings of its words, and,(ii) its grammatical structure. The recently introduced …