KR102563376B9 - 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법 - Google Patents

문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법

Info

Publication number
KR102563376B9
KR102563376B9 KR1020200159601A KR20200159601A KR102563376B9 KR 102563376 B9 KR102563376 B9 KR 102563376B9 KR 1020200159601 A KR1020200159601 A KR 1020200159601A KR 20200159601 A KR20200159601 A KR 20200159601A KR 102563376 B9 KR102563376 B9 KR 102563376B9
Authority
KR
South Korea
Prior art keywords
neural network
learning method
data classification
sentence data
network learning
Prior art date
Application number
KR1020200159601A
Other languages
English (en)
Other versions
KR20220072226A (ko
KR102563376B1 (ko
Inventor
한요섭
이주형
천현준
손재만
Original Assignee
연세대학교 산학협력단
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 연세대학교 산학협력단 filed Critical 연세대학교 산학협력단
Priority to KR1020200159601A priority Critical patent/KR102563376B1/ko
Publication of KR20220072226A publication Critical patent/KR20220072226A/ko
Application granted granted Critical
Publication of KR102563376B1 publication Critical patent/KR102563376B1/ko
Publication of KR102563376B9 publication Critical patent/KR102563376B9/ko

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00Computing arrangements using knowledge-based models
    • G06N5/02Knowledge representation; Symbolic representation
    • G06N5/022Knowledge engineering; Knowledge acquisition
    • G06N5/025Extracting rules from data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00Computing arrangements based on specific mathematical models
    • G06N7/01Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computing Systems (AREA)
  • Software Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Data Mining & Analysis (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Biophysics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Algebra (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020200159601A 2020-11-25 2020-11-25 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법 KR102563376B1 (ko)

Priority Applications (1)

Application Number Priority Date Filing Date Title
KR1020200159601A KR102563376B1 (ko) 2020-11-25 2020-11-25 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
KR1020200159601A KR102563376B1 (ko) 2020-11-25 2020-11-25 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법

Publications (3)

Publication Number Publication Date
KR20220072226A KR20220072226A (ko) 2022-06-02
KR102563376B1 KR102563376B1 (ko) 2023-08-02
KR102563376B9 true KR102563376B9 (ko) 2024-02-08

Family

ID=81985349

Family Applications (1)

Application Number Title Priority Date Filing Date
KR1020200159601A KR102563376B1 (ko) 2020-11-25 2020-11-25 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법

Country Status (1)

Country Link
KR (1) KR102563376B1 (ko)

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP3459016B1 (en) * 2016-05-20 2023-07-05 Deepmind Technologies Limited Classifying input examples using a comparison set
JP2018097468A (ja) 2016-12-09 2018-06-21 日本電信電話株式会社 文分類学習装置、文分類装置、文分類学習方法、及び文分類学習プログラム
KR102334018B1 (ko) * 2018-11-27 2021-12-02 연세대학교 산학협력단 자가 증식된 비윤리 텍스트의 유효성 검증 장치 및 방법
KR102375876B1 (ko) * 2019-02-12 2022-03-18 주식회사 자이냅스 인공지능 기술을 이용한 문장의 의미 관계를 학습하는 방법

Also Published As

Publication number Publication date
KR20220072226A (ko) 2022-06-02
KR102563376B1 (ko) 2023-08-02

Similar Documents

Publication Publication Date Title
US10607598B1 (en) Determining input data for speech processing
MX2021004846A (es) Deteccion de tareas en comunicaciones usando adaptacion de dominios.
CN103294660A (zh) 一种英语作文自动评分方法及系统
Flemotomos et al. Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions.
Kuswoyo Declarative sentence pattern in “Laskar Pelangi” and “The Rainbow Troops”: A translation study of Indonesian to English
Lugini et al. Predicting specificity in classroom discussion
SG11202104719SA (en) Systems and methods for word segmentation based on a competing neural character language model
MX2023006968A (es) Sistemas y metodos para evaluar imagenes de radiologia de mascotas.
EP4148629A4 (en) METHOD FOR TRAINING A NEURAL NETWORK BY AUTO-CODER AND MULTI-INSTANCE LEARNING, AND COMPUTER SYSTEM FOR IMPLEMENTING THIS METHOD
EP4270247A4 (en) METHOD AND APPARATUS FOR TRAINING NEURAL NETWORK MODEL, AND METHOD AND APPARATUS FOR PROCESSING DATA
Yang et al. Machine learning approaches to improving pronunciation error detection on an imbalanced corpus
Pham et al. On the use of machine translation-based approaches for vietnamese diacritic restoration
Sijimol et al. Handwritten short answer evaluation system (HSAES)
Bharathi et al. Machine Learning Based Approach for Sentiment Analysis on Multilingual Code Mixing Text.
Group Phylogenetic inference for function-valued traits: speech sound evolution
KR102563376B9 (ko) 문장 데이터 클래스 분류 및 클래스 사전 생성을 위한 신경망 학습 방법
EP4143506A4 (en) METHOD FOR SEMI-SUPERVISED DATA COLLECTION AND MACHINE LEARNING USING DISTRIBUTED COMPUTING DEVICES
GB202312620D0 (en) Computer-generated content based on text classification, semantic relevance, and activation of deep learning large language models
Shafie et al. The model of Al-Quran recitation evaluation to support in Da’wah Technology media for self-learning of recitation using mobile apps
Gain et al. IITP at WAT 2021: System description for English-Hindi multimodal translation task
Yousif Neural computing based part of speech tagger for Arabic language: a review study
Nair et al. Rule-based grapheme to phoneme converter for malayalam
Unlee et al. Thai to Isarn dialect machine translation using rule-based and example-based
Sarkar et al. Modeling pauses for synthesis of storytelling style speech using unsupervised word features
El Mekki et al. On the Role of Orthographic Variations in Building Multidialectal Arabic Word Embeddings.

Legal Events

Date Code Title Description
E902 Notification of reason for refusal
E701 Decision to grant or registration of patent right
GRNT Written decision to grant
G170 Re-publication after modification of scope of protection [patent]
G170 Re-publication after modification of scope of protection [patent]