A Model of Anaphoric Ambiguities using Sheaf Theoretic Quantum-like Contextuality and BERT. (arXiv:2208.05720v1 [cs.CL])

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 machines to understand natural language and use it as
humans do. Contextuality is an unparalleled phenomenon in quantum mechanics,
where different mathematical formalisms have been put forwards to understand
and reason about it. In this paper, we construct a schema for anaphoric
ambiguities that exhibits quantum-like contextuality. We use a recently …

arxiv bert quantum