A Quantum Language-Inspired Tree Structural Text Representation for Semantic Analysis

A Quantum Language-Inspired Tree Structural Text Representation for Semantic Analysis

Text representation is an important topic in the field of natural language processing, which can effectively transfer knowledge to downstream tasks. To extract effective semantic information from text with unsupervised methods, this paper proposes a quantum language-inspired tree structural text rep...

Full description

Bibliographic Details
Main Authors:	Yan Yu, Dong Qiu, Ruiteng Yan
Format:	Article
Language:	English
Published:	MDPI AG 2022-03-01
Series:	Mathematics
Subjects:	natural language processing syntax tree attention mechanism semantic analysis quantum language-inspired
Online Access:	https://www.mdpi.com/2227-7390/10/6/914

Similar Items

A Quantum-Like Tensor Compression Sentence Representation Based on Constraint Functions for Semantics Analysis
by: Yan Yu, et al.
Published: (2024-01-01)

The Use of NLP-Based Text Representation Techniques to Support Requirement Engineering Tasks: A Systematic Mapping Review
by: Riad Sonbol, et al.
Published: (2022-01-01)

Limitations of Formal (Logical) Semantics
Published: (2020-10-01)

Neural networks involved in learning lexical-semantic and syntactic information in a second language
by: Jutta eMueller, et al.
Published: (2014-10-01)

Comparing the Efficiency of Neuropsychological and Davis Method Interventions on Language Skills (Phonological, Semantic, Syntactic Skills) of Dyslexic Students
by: Farzaneh Momeni Shahraki, et al.
Published: (2018-05-01)

THE SYNTACTIC AND SEMANTIC DIMENSIONS OF THE MUSICAL LANGUAGE IN "KYRIE" FROM JOSEPH HAYDN’S "HARMONIEMESSE"
by: Ciprian ŢUŢU
Published: (2015-12-01)

THE SYNTACTIC AND SEMANTIC DIMENSIONS OF THE MUSICAL LANGUAGE IN "KYRIE" FROM JOSEPH HAYDN’S "HARMONIEMESSE"
by: Ciprian ŢUŢU
Published: (2015-12-01)

The syntax and semantics of infinitives of result in English
by: Whelpton, M, et al.
Published: (1995)

Linguistic anomalies in the language of patients with schizophrenia
by: Young Tak Jo, et al.
Published: (2023-03-01)

Demonstrative proadjectives in Livonian – morphosyntactic use and semantic functions
by: Marili Tomingas
Published: (2018-12-01)

Introduction: What Varies when Language Varies?
by: Metslang Helle, et al.
Published: (2020-12-01)

ISSUES CONCERNING LINGUISTIC MEANING AND FORM: INTRODUCTORY REMARKS
by: NARA MIRANDA DE FIGUEIREDO, et al.
Published: (2022-03-01)

About edible restaurants: conflicts between syntax and semantics as revealed by ERPs.
by: Miriam Kos, et al.
Published: (2010-12-01)

Semantic Text Indexing
by: Zbigniew Kaleta
Published: (2014-01-01)

A quantum-like semantic model for text retrieval in Arabic
by: Alaa Shaker, et al.
Published: (2021-02-01)

Schrödinger's tree—On syntax and neural language models
by: Artur Kulmizev, et al.
Published: (2022-10-01)

A Review of Quantum-Inspired Metaheuristics: Going From Classical Computers to Real Quantum Computers
by: Oscar H. Montiel Ross
Published: (2020-01-01)

A syntax-semantics interface for Tree-Adjoining Grammars through Abstract Categorial Grammars
by: Sylvain Pogodalla
Published: (2018-04-01)

The Semantic Subject in Russian Impersonal Sentence
Published: (2020-06-01)

Transitivity in natural syntax : ergative languages
by: Janez Orešnik
Published: (2009-12-01)

Sentence Representation Method Based on Multi-Layer Semantic Network
by: Wenfeng Zheng, et al.
Published: (2021-02-01)

The grammar of syntactic coreference
by: Alanović Milivoj B.
Published: (2019-01-01)

Causal/Temporal Connectives: Syntax and Lexicon
by: Brent, Michael R.
Published: (2004)

Neuro-cognitive development of semantic and syntactic bootstrapping in 6- to 7.5-year-old children
by: Neelima Wagley, et al.
Published: (2021-11-01)

Semantic representation of scientific literature: bringing claims, contributions and named entities onto the Linked Open Data cloud
by: Bahar Sateli, et al.
Published: (2015-12-01)

Agile Logical Semantics for Natural Languages
by: Vincenzo Manca
Published: (2024-01-01)

SEMANTICS REPRESENTATION IN A SENTENCE WITH CONCEPT RELATIONAL MODEL (CRM)
by: Rusli Abdullah, et al.
Published: (2009-03-01)

Semantic constraints in syntax
by: Marija Znika
Published: (2004-01-01)

Natural Syntax, Artificial Intelligence and Language Acquisition
by: William O’Grady, et al.
Published: (2023-07-01)

Natural language processing : semantic aspects /
by: Kapetanios, Epaminondas, et al.
Published: (2014)

Quantum-inspired optimization for wavelength assignment
by: Aleksey S. Boev, et al.
Published: (2023-01-01)

MEG evidence for conceptual combination but not numeral quantification in the left anterior temporal lobe during language production
by: Paul eDel Prato, et al.
Published: (2014-06-01)

Semantic Communities from Graph-Inspired Visual Representations of Cityscapes
by: Vasiliki Balaska, et al.
Published: (2023-03-01)

Modality in Malay
by: Idris, Abdul Aziz
Published: (1980-01-01)

Semantic Reasoning of Product Biologically Inspired Design Based on BERT
by: Ze Bian, et al.
Published: (2021-12-01)

On Semantic Transformations of Russian Nouns in Language of Commerce and Advertising
by: E. M. Katsman
Published: (2017-02-01)

Quantum Natural Language Processing: Challenges and Opportunities
by: Raffaele Guarasci, et al.
Published: (2022-06-01)

Menzerath’s Law in the Syntax of Languages Compared with Random Sentences
by: Kumiko Tanaka-Ishii
Published: (2021-05-01)

Application of Quantum Recurrent Neural Network in Low-Resource Language Text Classification
by: Wenbin Yu, et al.
Published: (2024-01-01)

Semantic and Lexical Text Analyzer
by: Marcos SERVET, et al.
Published: (2019-06-01)