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Ostendorf, 2016 - Google Patents

Continuous-space language processing: Beyond word embeddings

Ostendorf, 2016

Document ID
9152030517279995130
Author
Ostendorf M
Publication year
Publication venue
International Conference on Statistical Language and Speech Processing

External Links

Snippet

Spoken and written language processing has seen a dramatic shift in recent years to increased use of continuous-space representations of language via neural networks and other distributional methods. In particular, word embeddings are used in many applications …
Continue reading atlink.springer.com (other versions)

Classifications

The classifications are assigned by a computer and are not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the classifications listed.
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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
    • GPHYSICS
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    • G06F17/2785Semantic analysis
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    • G06COMPUTING; CALCULATING; COUNTING
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    • G06F17/2809Data driven translation
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    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
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    • G06F17/289Use of machine translation, e.g. multi-lingual retrieval, server side translation for client devices, real-time translation
    • GPHYSICS
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    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
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    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • G10L15/18Speech classification or search using natural language modelling
    • G10L15/183Speech classification or search using natural language modelling using context dependencies, e.g. language models
    • G10L15/19Grammatical context, e.g. disambiguation of the recognition hypotheses based on word sequence rules
    • G10L15/197Probabilistic grammars, e.g. word n-grams
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