Acs et al., 2016 - Google Patents
Hunaccent: Small footprint diacritic restoration for social mediaAcs et al., 2016
View PDF- 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 …
- 238000003066 decision tree 0 abstract description 6
Classifications
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- G06F17/2765—Recognition
- G06F17/277—Lexical analysis, e.g. tokenisation, collocates
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- G06F17/22—Manipulating or registering by use of codes, e.g. in sequence of text characters
- G06F17/2217—Character encodings
- G06F17/2223—Handling non-latin characters, e.g. kana-to-kanji conversion
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- G—PHYSICS
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- 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
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- G06K9/36—Image preprocessing, i.e. processing the image information without deciding about the identity of the image
- G06K9/46—Extraction of features or characteristics of the image
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