Equation Embeddings

Learning representations by back-propagating errors

Rumelhart, David E, Hinton, Geoffrey E, and Williams, Ronald J · 1986

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A neural probabilistic language model

Bengio, Yoshua, Ducharme, Réjean, Vincent, Pascal, and Jauvin, Christian · 2003

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Natural language processing with Python: analyzing text with the natural language toolkit

Bird, Steven, Klein, Ewan, and Loper, Edward · 2009

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Software framework for topic modeling with large corpora

Řehůřek, Radim and Sojka, Petr · 2010

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Adaptive subgradient methods for online learning and stochastic optimization

Duchi, John, Hazan, Elad, and Singer, Yoram · 2011

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Distributed representations of sentences and documents

Le, Quoc and Mikolov, Tomas · 2014

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Neural word embedding as implicit matrix factorization

Levy, Omer and Goldberg, Yoav · 2014

Cited alongside, same era.

Glove: Global vectors for word representation

Pennington, Jeffrey, Socher, Richard, and Manning, Christopher D · 2014

Cited alongside, same era.

Mathematical language processing: Automatic grading and feedback for open response mathematical questions

Lan, Andrew S., Vats, Divyanshu, Waters, Andrew E., and Baraniuk, Richard G · 2015

Cited alongside, same era.

Efficient estimation of word representations in vector space

Mikolov, Tomas, Chen, Kai, Corrado, Greg, and Dean, Jeffrey

Cited in the paper.

Distributed representations of words and phrases and their compositionality

Mikolov, Tomas, Sutskever, Ilya, Chen, Kai, Corrado, Greg S, and Dean, Jeff

Cited in the paper.

When are tree structures necessary for deep learning of representations?

Li, Jiwei, Jurafsky, Dan, and Hovy, Edward · 2015

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Exponential family embeddings

Rudolph, M., Ruiz, F. J. R., Mandt, S., and Blei, D. M · 2016

Later among the works it cites.

Multi-stage math formula search: Using appearance-based similarity metrics at scale

Zanibbi, Richard, Davila, Kenny, Kane, Andrew, and Tompa, Frank Wm · 2016

Later among the works it cites.

Structured embedding models for grouped data

Rudolph, Maja, Ruiz, Francisco, Athey, Susan, and Blei, David · 2017

Later among the works it cites.