526 citations · 3.7k across the 67 of their papers we have counts for
4 papers · 1 filter
Language Modeling with Power Low Rank Ensembles
Ankur P. Parikh, Avneesh Saluja, Chris Dyer +1
We present power low rank ensembles (PLRE), a flexible framework for n-gram language modeling where ensembles of low rank matrices and tensors are used to obtain smoothed probabili…
Predicting the NFL using Twitter
Shiladitya Sinha, Chris Dyer, Kevin Gimpel +1
We study the relationship between social media output and National Football League (NFL) games, using a dataset containing messages from Twitter and NFL game statistics. Specifical…
Minimum Error Rate Training and the Convex Hull Semiring
Chris Dyer
We describe the line search used in the minimum error rate training algorithm MERT as the "inside score" of a weighted proof forest under a semiring defined in terms of well-unders…
A framework for (under)specifying dependency syntax without overloading annotators
Nathan Schneider, Brendan O'Connor, Naomi Saphra +5
We introduce a framework for lightweight dependency syntax annotation. Our formalism builds upon the typical representation for unlabeled dependencies, permitting a simple notation…