Word2vec

Results: 35



#Item
31

word2vec Parameter Learning Explained Xin Rong Abstract The word2vec model and application by Mikolov et al. have attracted a great

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Source URL: www-personal.umich.edu

Language: English - Date: 2016-01-30 16:31:49
    32Artificial intelligence / Machine learning / Learning / Natural language processing / Multivariate statistics / Artificial neural networks / Statistics / Semantics / Word embedding / Latent semantic analysis / Word2vec / Principal component analysis

    Rehabilitation of Count-based Models for Word Vector Representations R´ emi Lebret1,2 and Ronan Collobert1 Idiap Research Institute, Martigny, Switzerland

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    Source URL: ronan.collobert.com

    Language: English - Date: 2015-08-30 20:00:03
    33Semantics / Computational linguistics / Linguistics / Academia / Language / Artificial neural networks / Natural language processing / Machine learning / Semantic similarity / Word embedding / Word2vec / Distributional semantics

    Linguistic Regularities in Sparse and Explicit Word Representations Omer Levy∗ and Yoav Goldberg Computer Science Department Bar-Ilan University Ramat-Gan, Israel {omerlevy,yoav.goldberg}@gmail.com

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    Source URL: levyomer.files.wordpress.com

    Language: English - Date: 2014-04-25 09:36:34
    34Corpus linguistics / Natural language processing / Speech recognition / Applied linguistics / N-gram / Text corpus / International Corpus of English / Semantic role labeling / Word-sense disambiguation / Linguistics / Computational linguistics / Science

    Fast Training of word2vec Representations Using N-gram Corpora Filip Ginter, Jenna Kanerva Department of Information Technology University of Turku, Finland [removed], [removed] Abstract

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    Source URL: www2.lingfil.uu.se

    Language: English - Date: 2014-10-16 02:36:27
    35Deduction / Entailment / Logical consequence / Metalogic / Maximum likelihood / Logic / Estimation theory / Econometrics

    arXiv:1402.3722v1 [cs.CL] 15 Feb[removed]word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method Yoav Goldberg and Omer Levy {yoav.goldberg,omerlevy}@gmail.com

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    Source URL: arxiv.org

    Language: English - Date: 2014-02-17 20:31:49
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