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On the Quantum-like Contextuality of Ambiguous Phrases

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arxiv 2107.14589 v1 pith:BGG66LJI submitted 2021-07-19 cs.CL cs.AIquant-ph

classification cs.CLcs.AIquant-ph
keywords quantumcontextualcontextualityambiguousframeworklanguagemechanicsphrases
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Language is contextual as meanings of words are dependent on their contexts. Contextuality is, concomitantly, a well-defined concept in quantum mechanics where it is considered a major resource for quantum computations. We investigate whether natural language exhibits any of the quantum mechanics' contextual features. We show that meaning combinations in ambiguous phrases can be modelled in the sheaf-theoretic framework for quantum contextuality, where they can become possibilistically contextual. Using the framework of Contextuality-by-Default (CbD), we explore the probabilistic variants of these and show that CbD-contextuality is also possible.

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  1. Quantum-Like Contextuality in Large Language Models

    cs.CL 2024-12 conditional novelty 5.0 of 10

    Using a designed linguistic schema and BERT probabilities, the paper reports 77,118 sheaf-contextual and 36.9 million CbD-contextual instances from Simple English Wikipedia, with Euclidean distance as the best statist...

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