Riemannian Optimization for Skip-Gram Negative Sampling
暂无分享,去创建一个
[1] Jun Zhao,et al. How to Generate a Good Word Embedding , 2015, IEEE Intelligent Systems.
[2] Bart Vandereycken,et al. Low-rank tensor completion by Riemannian optimization , 2014 .
[3] Pierre-Antoine Absil,et al. Low-rank retractions: a survey and new results , 2015, Comput. Optim. Appl..
[4] Bamdev Mishra,et al. Fixed-rank matrix factorizations and Riemannian low-rank optimization , 2012, Comput. Stat..
[5] Xin Rong,et al. word2vec Parameter Learning Explained , 2014, ArXiv.
[6] A. H. Bentbib,et al. Block Power Method for SVD Decomposition , 2015 .
[7] Thorsten Joachims,et al. Evaluation methods for unsupervised word embeddings , 2015, EMNLP.
[8] Ivor W. Tsang,et al. Riemannian Pursuit for Big Matrix Recovery , 2014, ICML.
[9] Omer Levy,et al. Improving Distributional Similarity with Lessons Learned from Word Embeddings , 2015, TACL.
[10] Tony F. Chan,et al. Guarantees of Riemannian Optimization for Low Rank Matrix Recovery , 2015, SIAM J. Matrix Anal. Appl..
[11] S. Sathiya Keerthi,et al. Towards a Better Understanding of Predict and Count Models , 2015, ArXiv.
[12] J. Zhu,et al. On the degrees of freedom of reduced-rank estimators in multivariate regression. , 2012, Biometrika.
[13] Omer Levy,et al. Neural Word Embedding as Implicit Matrix Factorization , 2014, NIPS.
[14] C. Lubich,et al. A projector-splitting integrator for dynamical low-rank approximation , 2013, BIT Numerical Mathematics.
[15] Ehud Rivlin,et al. Placing search in context: the concept revisited , 2002, TOIS.
[16] Jeffrey Dean,et al. Distributed Representations of Words and Phrases and their Compositionality , 2013, NIPS.
[17] Omer Levy,et al. word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method , 2014, ArXiv.
[18] Felix Hill,et al. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation , 2014, CL.
[19] Bart Vandereycken,et al. Low-Rank Matrix Completion by Riemannian Optimization , 2013, SIAM J. Optim..
[20] Eneko Agirre,et al. A Study on Similarity and Relatedness Using Distributional and WordNet-based Approaches , 2009, NAACL.
[21] C. Udriste,et al. Convex Functions and Optimization Methods on Riemannian Manifolds , 1994 .
[22] Othmar Koch,et al. Dynamical Low-Rank Approximation , 2007, SIAM J. Matrix Anal. Appl..
[23] Elia Bruni,et al. Multimodal Distributional Semantics , 2014, J. Artif. Intell. Res..