Towards logical negation for compositional distributional semantics
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Abstract (arXiv)
The categorical compositional distributional model of meaning gives the composition of words into phrases and sentences pride of place. However, it has so far lacked a model of logical negation. This paper gives some steps towards providing this operator, modelling it as a version of projection onto the subspace orthogonal to a word. We give a small demonstration of the operators performance in a sentence entailment task.
Key facts. Cited by 9 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 May 2020.
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Citing papers per year: 2021: 4; 2022: 1; 2023: 3; 2024: 1.
9 papers.
- 2021Conversational Negation using Worldly Context in Compositional Distributional Semanticscited by 9
- 2021Composing Conversational Negationcited by 7
- 2023Distilling Text into Circuitscited by 7
- 2021Quantum Mathematics in Artificial Intelligencecited by 5
- 2021Should Semantic Vector Composition be Explicit? Can it be Linear?cited by 3
- 2022A gentle introduction to Quantum Natural Language Processingcited by 2
- 2023Towards Transparency in Coreference Resolution: A Quantum-Inspired Approachcited by 1
- 2023Formalising and Learning a Quantum Model of Conceptscited by 0
- 2024Density Matrices for Metaphor Understandingcited by 0
- 2024Density Matrices for Metaphor Understanding12 Aug 2024
- 2023Towards Transparency in Coreference Resolution: A Quantum-Inspired Approach1 Dec 2023
- 2023Formalising and Learning a Quantum Model of Concepts7 Feb 2023
- 2023Distilling Text into Circuits25 Jan 2023
- 2022A gentle introduction to Quantum Natural Language Processing23 Feb 2022
- 2021Composing Conversational Negation14 Jul 2021
- 2021Conversational Negation using Worldly Context in Compositional Distributional Semantics12 May 2021
- 2021Should Semantic Vector Composition be Explicit? Can it be Linear?13 Apr 2021
- 2021Quantum Mathematics in Artificial Intelligence12 Jan 2021