Метод ближайших соседей

method ID: nearestneighbor

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Publication: TIPSTER (1999)

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We propose a mixed language query disam- biguation approach by using co-occurrence in- formation from monolingual data only. A mixed language query consists of words in a primary language and …...

35083

Unknown word sense detection as outlier detection

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We address the problem of unknown word sense detection: the identification of cor- pus occurrences that are not covered by a given sense inventory. We model this as an instance …...

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A Nearest-Neighbor Approach to the Automatic Analysis of Ancient Greek Morphology

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We propose a data-driven method for au- tomatically analyzing the morphology of ancient Greek. This method improves on existing ancient Greek analyzers in two ways. First, through the use of …...

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Investigating Verbal Intelligence Using the TF-IDF Approach

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AbstractIn this paper we investigated differences in language use of speakers yielding different verbal intelligence when they describe the same event. The work is based on a corpus containing descriptions …...

13837

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AbstractA recent research line has obtained strong results on bilingual lexicon induction by aligning independently trained word embeddings in two languages and using the resulting cross-lingual embeddings to induce word …...

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Hubless Nearest Neighbor Search for Bilingual Lexicon Induction

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AbstractBilingual Lexicon Induction (BLI) is the task of translating words from corpora in two languages. Recent advances in BLI work by aligning the two word embedding spaces. Following that, a …...

39563