18 citations · 29 across the 3 of their papers we have counts for
3 papers
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context
Shyam Upadhyay, Kai-Wei Chang, Matt Taddy +2
Word embeddings, which represent a word as a point in a vector space, have become ubiquitous to several NLP tasks. A recent line of work uses bilingual (two languages) corpora to l…
Bayesian and empirical Bayesian forests
Matt Taddy, Chun-Sheng Chen, Jun Yu +1
We derive ensembles of decision trees through a nonparametric Bayesian model, allowing us to view random forests as samples from a posterior distribution. This insight provides lar…
Estimating Player Contribution in Hockey with Regularized Logistic Regression
Robert B. Gramacy, Matthew A. Taddy, Shane T. Jensen
We present a regularized logistic regression model for evaluating player contributions in hockey. The traditional metric for this purpose is the plus-minus statistic, which allocat…