Corrected Bell and non-contextuality inequalities for realistic experiments

K Vallée, PE Emeriau, B Bourdoncle… - … of the Royal …, 2024 - royalsocietypublishing.org
Contextuality is a feature of quantum correlations. It is crucial from a foundational
perspective as a non-classical phenomenon, and from an applied perspective as a resource …

How can large language models become more human?

D Wang, M Sadrzadeh, M Stanojević… - Proceedings of the …, 2024 - aclanthology.org
Psycholinguistic experiments reveal that efficiency of human language use is founded on
predictions at both syntactic and lexical levels. Previous models of human prediction …

Code-Switching with Word Senses for Pretraining in Neural Machine Translation

V Iyer, E Barba, A Birch, JZ Pan, R Navigli - arxiv preprint arxiv …, 2023 - arxiv.org
Lexical ambiguity is a significant and pervasive challenge in Neural Machine Translation
(NMT), with many state-of-the-art (SOTA) NMT systems struggling to handle polysemous …

Developments in Sheaf-Theoretic Models of Natural Language Ambiguities

KI Lo, M Sadrzadeh, S Mansfield - arxiv preprint arxiv:2402.04505, 2024 - arxiv.org
Sheaves are mathematical objects consisting of a base which constitutes a topological
space and the data associated with each open set thereof, eg continuous functions defined …

Causality and signalling of garden-path sentences

D Wang, M Sadrzadeh - Philosophical Transactions of …, 2024 - royalsocietypublishing.org
Sheaves are mathematical objects that describe the globally compatible data associated
with open sets of a topological space. Original examples of sheaves were continuous …

A Quantum-Inspired Analysis of Human Disambiguation Processes: Foundational Theory and Applications

DP Wang - 2024 - discovery.ucl.ac.uk
Formal languages are essential for computer programming and are constructed to be easily
processed by computers. In contrast, natural languages are much more challenging and …

Generalised winograd schema and its contextuality

KI Lo, M Sadrzadeh, S Mansfield - arxiv preprint arxiv:2308.16498, 2023 - arxiv.org
Ambiguities in natural language give rise to probability distributions over interpretations. The
distributions are often over multiple ambiguous words at a time; a multiplicity which makes …

A model of anaphoric ambiguities using sheaf theoretic quantum-like contextuality and BERT

KI Lo, M Sadrzadeh, S Mansfield - arxiv preprint arxiv:2208.05720, 2022 - arxiv.org
Ambiguities of natural language do not preclude us from using it and context helps in getting
ideas across. They, nonetheless, pose a key challenge to the development of competent …

Extracting structure from an LLM-how to improve on surprisal-based models of Human Language Processing

DP Wang, M Sadrzadeh, M Stanojević… - Proceedings of the …, 2025 - aclanthology.org
Prediction and reanalysis are considered two key processes that underly humans' capacity
to comprehend language in real time. Computational models capture it using Large …

Quantum-Like Contextuality in Large Language Models

KI Lo, M Sadrzadeh, S Mansfield - arxiv preprint arxiv:2412.16806, 2024 - arxiv.org
Contextuality is a distinguishing feature of quantum mechanics and there is growing
evidence that it is a necessary condition for quantum advantage. In order to make use of it …