2023-2024. Lightweight Spelling Error Detection and Correction System
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작성자 교수 댓글 0건 조회 523회 작성일 23-08-12 19:58본문
Lightweight Spelling Error Detection and Correction System, HP Printing Korea, PI, 2022.03.01~2024.02.28
[Project Goal]
(1) Detecting misspelled words in input texts
- Binary Classification based on SVM (Support Vector Machine)
(2) Correcting misspelled words
- Correction Rule Learning based on Decision Tree
- IF-THEN-ELSE Rule Generation from Correction Rules
(3) Constructing training dataset
- Automatic Construction of a Large Silver Training Set using OCR Error Patterns
- Manual Construction of s Small Gold Training Set
(4) Language Expansion
- 1st Step: Development of Korean and English Models
- 2nd Step: Target Language Selection and Adaptation
[Project Goal]
(1) Detecting misspelled words in input texts
- Binary Classification based on SVM (Support Vector Machine)
(2) Correcting misspelled words
- Correction Rule Learning based on Decision Tree
- IF-THEN-ELSE Rule Generation from Correction Rules
(3) Constructing training dataset
- Automatic Construction of a Large Silver Training Set using OCR Error Patterns
- Manual Construction of s Small Gold Training Set
(4) Language Expansion
- 1st Step: Development of Korean and English Models
- 2nd Step: Target Language Selection and Adaptation
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