Notes on Noise Contrastive Estimation and Negative Sampling

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Notes on Noise Contrastive Estimation and Negative Sampling

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2014 nî lūn-bûn

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2014年の論文

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2014年学术文章

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2014年学术文章

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2014年学术文章

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2014年学术文章

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2014年学术文章

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2014年学术文章

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2014年學術文章

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2014年學術文章

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Notes on Noise Contrastive Estimation and Negative Sampling

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Notes on Noise Contrastive Estimation and Negative Sampling

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Notes on Noise Contrastive Estimation and Negative Sampling

@en

Notes on Noise Contrastive Estimation and Negative Sampling

@nl

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Notes on Noise Contrastive Estimation and Negative Sampling

@en

Notes on Noise Contrastive Estimation and Negative Sampling

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P1476

Notes on Noise Contrastive Estimation and Negative Sampling

@en

P2093

Chris Dyer

http://www.w3.org/2001/XMLSchema#string

P2860

Distributed Representations of Words and Phrases and their Compositionality

Natural Language Processing (almost) from Scratch

Quick Training of Probabilistic Neural Nets by Importance Sampling

Learning word embeddings efficiently with noise-contrastive estimation

word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method

Noise-contrastive estimation: A new estimation principle for unnormalized statistical models

P31

scholarly article

P50

Chris Dyer

P577

2014-10-30T00:00:00Z

http://www.w3.org/2001/XMLSchema#dateTime

P818

1410.8251

http://www.w3.org/2001/XMLSchema#string

P820

cs.LG

http://www.w3.org/2001/XMLSchema#string

P921

noise-contrastive estimation

P953

1410.8251.pdf