From quantum foundations via natural language meaning to a theory of everything
In this paper we argue for a paradigmatic shift from reductionism' to
togetherness'. In particular, we show how interaction between systems in
quantum theory naturally carries over to modelling how word meanings interact
in natural language. Since meaning in natural language, depending on the
subject domain, encompasses discussions within any scientific discipline, we
obtain a template for theories such as social interaction, animal behaviour,
and many others.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Foundations for Near-Term Quantum Natural Language Processing
We provide conceptual and mathematical foundations for near-term quantum natural language processing (QNLP), and do so in quantum computer scientist friendly terms. We opted for an expository presentation style, and prov…
Meaning updating of density matrices
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 DisCoCirc model extends this to text consist…
SentenceUniversal language model with the intervention of quantum theory
This paper examines language modeling based on the theory of quantum mechanics. It focuses on the introduction of quantum mechanics into the symbol-meaning pairs of language in order to build a representation model of na…
Language ModelingLanguage ModellingQuantum Methods for Managing Ambiguity in Natural Language Processing
The Categorical Compositional Distributional (DisCoCat) framework models meaning in natural language using the mathematical framework of quantum theory, expressed as formal diagrams. DisCoCat diagrams can be associated w…
Tensor NetworksThe Quantum Challenge in Concept Theory and Natural Language Processing
The mathematical formalism of quantum theory has been successfully used in human cognition to model decision processes and to deliver representations of human knowledge. As such, quantum cognition inspired tools have imp…
Information RetrievalRetrieval