26 citations · 70 across the 7 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
cs.LG2014★ 3 cited
Conditional Random Field Autoencoders for Unsupervised Structured Prediction
Waleed Ammar, Chris Dyer, Noah A. Smith
We introduce a framework for unsupervised learning of structured predictors with overlapping, global features. Each input's latent representation is predicted conditional on the ob…
cs.CL2014★ 26 cited
An Empirical Comparison of Parsing Methods for Stanford Dependencies
Lingpeng Kong, Noah A. Smith
Stanford typed dependencies are a widely desired representation of natural language sentences, but parsing is one of the major computational bottlenecks in text analysis systems. I…