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cs.AI2012★ 9 cited
Alternating Directions Dual Decomposition
Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar +2
We propose AD3, a new algorithm for approximate maximum a posteriori (MAP) inference on factor graphs based on the alternating directions method of multipliers. Like dual decomposi…
cs.CL2012
Adversarial Evaluation for Models of Natural Language
Noah A. Smith
We now have a rich and growing set of modeling tools and algorithms for inducing linguistic structure from text that is less than fully annotated. In this paper, we discuss some of…