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Information retrieval / Cluster analysis / Machine learning / Mixture model / Embedding / Vector space model / Expectation–maximization algorithm / Statistics / Mathematics / Probability and statistics


A Probabilistic Model for Learning Multi-Prototype Word Embeddings Fei Tian† , Hanjun Dai∗ , Jiang Bian‡ , Bin Gao‡ , Rui Zhang? , Enhong Chen† , Tie-Yan Liu‡ † University of Science and Technology of China
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Document Date: 2014-08-08 12:19:19


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City

Dublin / Paris / Tokyo / /

Company

Neural Information Processing Systems / Human Language Technologies / Creative Commons / Microsoft / /

Country

France / Japan / United States / China / Ireland / /

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Facility

Sun Yat-Sen University / University of Science / Fudan University / /

IndustryTerm

e.g. bank / inner product / semantic natural language processing / word bank / multi-prototype algorithm / knowledge mining / bank / banking / natural language processing / text mining tasks / bank falls / real world text mining tasks / multi-prototype algorithms / /

Organization

idf / Yat-Sen University / Guangzhou / University of Science and Technology of China / Hefei / Fudan University / Shanghai / North American Chapter / Association for Computational Linguistics / /

Person

Jan Cernock / Jiang Bian / Michael Karlen / Sanjeev Khudanpur / Richard Socher / Joseph Turian / Jeff Dean / Pascal Vincent / Lev Finkelstein / Eric H Huang / Suresh Manandhar / Christian Janvin / Joseph Reisinger / Anna Korhonen / Geoffrey Hinton / Manfred Pinkal / Pavel Kuksa / Jason Weston / Yossi Matias / Greg Corrado / Fei Tian / Sebastian Pad / Ilya Sutskever / Herbert Rubenstein / Christopher D Manning / Eric Huang / Thierry Poibeau / Kai Chen / Lukas Burget / Minh-Thang Luong / Ioannis P Klapaftis / Frederic Morin / Eytan Ruppin / Tomas Mikolov / Greg S. Corrado / Ehud Rivlin / John B Goodenough / Evgeniy Gabrilovich / Raymond J Mooney / Lev Ratinov / Siva Reddy / Diana McCarthy / Andrew Y Ng / Koray Kavukcuoglu / Stefan Thater / Van de Cruys / Zach Solan / Yoshua Bengio / Yan Liu / Jeffrey Dean / Gadi Wolfman / Martin Karafi / Rui Zhang / Andriy Mnih / /

Position

continuous Skip-Gram model / model / Skip-Gram model / /

Product

iphone / Context1 / /

PublishedMedium

Computational Linguistics / Communications of the ACM / Journal of Machine Learning Research / The Journal of Machine Learning Research / /

Technology

neural network technologies / 3.2 EM Algorithm / clustering algorithm / Machine Learning / EM algorithm / EM algorithms / Technology of China / multi-prototype algorithms / multi-prototype algorithm / natural language processing / neural network / Expectation-Maximization algorithm / /

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