TAILIEUCHUNG - Graduation Thesis Computer Science: Finding the semantic similarity in Vietnamese

Our thesis shows the quality of semantic vector representation with random projection and Hyperspace Analogue to Language model under about the researching on Vietnamese. The main goal is how to find semantic similarity or to study synonyms in Vietnamese. We are also interested in the stability of our approach that uses Random Indexing and HAL to represent semantic of words or documents. We build a system to find the synonyms in Vietnamese called Semantic Similarity Finding System. In particular, we also evaluate synonyms resulted from our system. | For the first future work, our Semantic Similarity Finding System provides geometric words-by–words co-occurrence matrix to compute context vector. We count co-occurrences symmetrically in both directions within the window (three words on the left and three words on the right of target words); this is one case in the computing co-occurrence matrix. Thus, some given words can be difficult to find synonym, especially for pronoun. Seeing our experiment 2, the pronoun has not good results output result, the reason can be pronoun often be located at the first or last sentence position. In additional, adjectives in Vietnamese is always placed after nouns in sentences, it is different from English. Therefore, to gain more accurate synonyms for adjective, we need to build the left directional words-by-words co-occurrence matrix. We will build a new Mode in our system for computing co-occurrence matrix in which rows contain left-context co-occurrences, and columns contain right-context co-occurrences. Therefore, we will collect the more exact synonyms on Vietnamese vocabulary.

• Thạc sĩ - Tiến sĩ - Cao học
• Semantic vector
• Word space model
• Random projection
• Apache Lucene
• Graduation Thesis
• Computer Science
• Contextualizing Semantic Representations
• Syntactically Enriched Vector Models
• Stefan Thater and Hagen Fürstenau and Manfred Pinkal
• báo cáo khoa học
• báo cáo ngôn ngữ
• ngôn ngữ tự nhiên
• Vector based Models
• Semantic Composition
• Jeff Mitchell and Mirella Lapata
• xử lý ngôn ngữ tự nhiên
• A Generalized Vector Space Model
• Text Retrieval
• Semantic Relatedness
• scientific reports
• model language
• process natural language
• Semantic based entity retrieval
• Disambiguation system
• Twitter streams
• Vector space model
• Semantic similarity
• Machine language
• Assembly Languages
• High Level Language
• Semantic
• Runtime and Logical errors
• Constant
• BMC Bioinformatics
• Natural language processing
• Neural embedding models
• Low dimensional vector space
• Biomedical benchmark set
• Engineering Department
• Computer Scienc
• Feaculty of Computer Science
• remove the median element
• computer architecture
• computer engineering
• PhD thesis Computer science and technology
• Optical communication
• Computer science and electronic engineering
• Computer science and technology
• Detection optical OFDM system
• Optical OFDM
• Computer Literacy
• Lecture Computer literacy
• Introduction to computers
• Computer applications
• Computer Networks
• Computer Ethics
• Journal of technology and science education
• Making Capstone project a holistic learning experience
• Students of undergraduate computer science engineering program
• Undergraduate computer science engineering programs
• The stakeholders like companies
• Computer science using Java
• Programming using Java
• Java programming
• Object Oriented Programming
• Computer organization
• Quantum computer science
• Quantum computer science: An introduction
• Quantum computer
• Circuit diagrams
• Number theoretic preliminaries
• Quantum error correction
• transaction processing
• database
• information management
• computer tricks
• computer skills
• informatics reference materials
• computer software
• computer science advanced
• teaching computer science
• programming C
• Transferring images
• Luận văn Thạc sĩ
• Tóm tắt luận văn Thạc sĩ
• Quản trị kinh doanh
• Summary of dissertation Computer science
• Distributed virtual host system
• Deadlock prevention
• Resource allocation
• Abstract Windowing Toolkit
• Mouse events
• Java packages
• Application programmer interface
• Layout managers
• UML notation
• Counting digits
• Counting digits in Java
• Sequential files
• Wrapper classes
• Program elements
• OutputBox class
• Data types
• Fundamental data types of Java