Using quantum mechanical framework for language modeling and information retrieval
| Title | Using quantum mechanical framework for language modeling and information retrieval |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Authors | Platonov, A.V., Poleschuk, E.A., Bessmertny, I. A., Gafurov, N. R. |
| Conference Name | 2018 IEEE 12th International Conference on Application of Information and Communication Technologies (AICT) |
| ISBN Number | 978-1-5386-6468-1 |
| Keywords | Bell Test, Bell test calculating, Bell theorem, Computer languages, data mining, Human Behavior, Hyperspace Analogue Language, information retrieval, information retrieval system, language modeling, natural language processing, natural language texts, Natural languages, physics computing, pubcrawl, Quantum entanglement, quantum mechanical framework, quantum-like systems, resilience, Resiliency, Russian, Scalability, Semantics, text analysis, text separation, user query, Windows |
| Abstract | This article shows the analogy between natural language texts and quantum-like systems on the example of the Bell test calculating. The applicability of the well-known Bell test for texts in Russian is investigated. The possibility of using this test for the text separation on the topics corresponding to the user query in information retrieval system is shown. |
| URL | https://ieeexplore.ieee.org/document/8747051/ |
| DOI | 10.1109/ICAICT.2018.8747051 |
| Citation Key | platonov_using_2018 |
- Physics computing
- Windows
- user query
- text separation
- text analysis
- Semantics
- Scalability
- Russian
- Resiliency
- resilience
- quantum-like systems
- quantum mechanical framework
- Quantum entanglement
- pubcrawl
- Bell Test
- Natural languages
- natural language texts
- natural language processing
- language modeling
- information retrieval system
- information retrieval
- Hyperspace Analogue Language
- Human behavior
- Data mining
- Computer languages
- Bell theorem
- Bell test calculating