[go: up one dir, main page]

Oluwaseyi et al., 2024 - Google Patents

Automatic spelling corrector for yorubá language using edit distance and n-gram language models

Oluwaseyi et al., 2024

Document ID
12761878395526956345
Author
Oluwaseyi E
Abiodun O
Badeji-Ajisafe B
et al.
Publication year
Publication venue
2024 International Conference on Science, Engineering and Business for Driving Sustainable Development Goals (SEB4SDG)

External Links

Snippet

The lack of tools and resources to support higher-level Natural Language Processing (NLP) tasks for African languages has been a significant obstacle to developing NLP research in Africa. This research proposes an automatic spell correction for the Yoruba language. The …
Continue reading at ieeexplore.ieee.org (other versions)

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2765—Recognition
    • G06F17/277—Lexical analysis, e.g. tokenisation, collocates
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2705—Parsing
    • G06F17/2715—Statistical methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/30—Information retrieval; Database structures therefor; File system structures therefor
    • G06F17/3061—Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634—Querying
    • G06F17/30657—Query processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2765—Recognition
    • G06F17/2775—Phrasal analysis, e.g. finite state techniques, chunking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2809—Data driven translation
    • G06F17/2827—Example based machine translation; Alignment
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2872—Rule based translation
    • G06F17/2881—Natural language generation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/2795—Thesaurus; Synonyms
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/21—Text processing
    • G06F17/22—Manipulating or registering by use of codes, e.g. in sequence of text characters
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/27—Automatic analysis, e.g. parsing
    • G06F17/274—Grammatical analysis; Style critique
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06F—ELECTRICAL DIGITAL DATA PROCESSING
    • G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/20—Handling natural language data
    • G06F17/28—Processing or translating of natural language
    • G06F17/2863—Processing of non-latin text
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
    • G06K—RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
    • G06K9/00—Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
    • G06K9/62—Methods or arrangements for recognition using electronic means
    • G06K9/68—Methods or arrangements for recognition using electronic means using sequential comparisons of the image signals with a plurality of references in which the sequence of the image signals or the references is relevant, e.g. addressable memory
    • G06K9/6807—Dividing the references in groups prior to recognition, the recognition taking place in steps; Selecting relevant dictionaries
    • G06K9/6842—Dividing the references in groups prior to recognition, the recognition taking place in steps; Selecting relevant dictionaries according to the linguistic properties, e.g. English, German
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/18—Speech classification or search using natural language modelling

Similar Documents

Publication Publication Date Title
Sen et al. Bangla natural language processing: A comprehensive analysis of classical, machine learning, and deep learning-based methods
Benajiba et al. Arabic named entity recognition: A feature-driven study
Gupta et al. A survey of common stemming techniques and existing stemmers for indian languages
Azmi et al. Real-word errors in Arabic texts: A better algorithm for detection and correction
Kumar et al. Part of speech taggers for morphologically rich indian languages: a survey
Jabbar et al. An improved Urdu stemming algorithm for text mining based on multi-step hybrid approach
Virpioja et al. Empirical comparison of evaluation methods for unsupervised learning of morphology
Dutta et al. Text normalization in code-mixed social media text
Mishra et al. A survey of spelling error detection and correction techniques
Mosavi Miangah FarsiSpell: A spell-checking system for Persian using a large monolingual corpus
Etaiwi et al. Statistical Arabic name entity recognition approaches: A survey
Jain et al. “UTTAM” an efficient spelling correction system for hindi language based on supervised learning
Cing et al. Improving accuracy of part-of-speech (POS) tagging using hidden markov model and morphological analysis for Myanmar Language
Wong et al. iSentenizer‐μ: Multilingual Sentence Boundary Detection Model
Sen et al. Bangla natural language processing: A comprehensive review of classical machine learning and deep learning based methods
Onyenwe et al. Toward an effective igbo part-of-speech tagger
López et al. Experiments on sentence boundary detection in user-generated web content
Pal et al. Vartani Spellcheck--Automatic Context-Sensitive Spelling Correction of OCR-generated Hindi Text Using BERT and Levenshtein Distance
Büyük et al. Learning from mistakes: Improving spelling correction performance with automatic generation of realistic misspellings
Bhat Morpheme segmentation for kannada standing on the shoulder of giants
Azmi et al. Light diacritic restoration to disambiguate homographs in modern Arabic texts
Oluwaseyi et al. Automatic spelling corrector for yorubá language using edit distance and n-gram language models
Mittra et al. A bangla spell checking technique to facilitate error correction in text entry environment
Shirko Part of speech tagging for wolaita language using transformation based learning (tbl) approach
Mehmood On multi-domain sentence level sentiment analysis for Roman Urdu