Popescu et al., 2014 - Google Patents

Fast and accurate misspelling correction in large corpora

Popescu et al., 2014

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Document ID
5566859112659701293
Author
Popescu O
Vo N
Publication year
Publication venue
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)

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Snippet

There are several NLP systems whose accuracy depends crucially on finding misspellings fast. However, the classical approach is based on a quadratic time algorithm with 80% coverage. We present a novel algorithm for misspelling detection, which runs in constant …
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Classifications

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    • G06F17/3061Information retrieval; Database structures therefor; File system structures therefor of unstructured textual data
    • G06F17/30634Querying
    • G06F17/30657Query processing
    • G06F17/3066Query translation
    • G06F17/30669Translation of the query language, e.g. Chinese to English
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    • G06F17/30675Query execution
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    • G06F17/30613Indexing
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    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06F17/30286Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30386Retrieval requests
    • G06F17/30424Query processing
    • G06F17/30522Query processing with adaptation to user needs
    • G06F17/3053Query processing with adaptation to user needs using ranking
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    • G06COMPUTING; CALCULATING; COUNTING
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    • G10L15/065Adaptation
    • G10L15/07Adaptation to the speaker

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