Corrected Bell and non-contextuality inequalities for realistic experiments
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 …
perspective as a non-classical phenomenon, and from an applied perspective as a resource …
How can large language models become more human?
Psycholinguistic experiments reveal that efficiency of human language use is founded on
predictions at both syntactic and lexical levels. Previous models of human prediction …
predictions at both syntactic and lexical levels. Previous models of human prediction …
Code-Switching with Word Senses for Pretraining in Neural Machine Translation
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 …
(NMT), with many state-of-the-art (SOTA) NMT systems struggling to handle polysemous …
Developments in Sheaf-Theoretic Models of Natural Language Ambiguities
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 …
space and the data associated with each open set thereof, eg continuous functions defined …
Causality and signalling of garden-path sentences
Sheaves are mathematical objects that describe the globally compatible data associated
with open sets of a topological space. Original examples of sheaves were continuous …
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 …
processed by computers. In contrast, natural languages are much more challenging and …
Generalised winograd schema and its contextuality
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 …
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
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 …
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
Prediction and reanalysis are considered two key processes that underly humans' capacity
to comprehend language in real time. Computational models capture it using Large …
to comprehend language in real time. Computational models capture it using Large …
Quantum-Like Contextuality in Large Language Models
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 …
evidence that it is a necessary condition for quantum advantage. In order to make use of it …