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Acs et al., 2016 - Google Patents

Hunaccent: Small footprint diacritic restoration for social media

Acs et al., 2016

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Document ID
11940937653480313475
Author
Acs J
Halmi J
Publication year
Publication venue
Normalisation and Analysis of Social Media Texts (NormSoMe) Workshop Programme

External Links

Snippet

We present a language-independent method for automatic diacritic restoration. The method focuses on low computational resource usage, making it suitable for mobile devices. We train a decision tree classifier on character-based features without involving a dictionary …
Continue reading at hlt.bme.hu (PDF) (other versions)

Classifications

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    • G06F17/2765Recognition
    • G06F17/277Lexical analysis, e.g. tokenisation, collocates
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
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    • G06F17/21Text processing
    • G06F17/22Manipulating or registering by use of codes, e.g. in sequence of text characters
    • G06F17/2217Character encodings
    • G06F17/2223Handling non-latin characters, e.g. kana-to-kanji conversion
    • GPHYSICS
    • G06COMPUTING; CALCULATING; COUNTING
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    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06K9/6842Dividing 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
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    • G06K9/36Image preprocessing, i.e. processing the image information without deciding about the identity of the image
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