121 citations · 215 across the 11 of their papers we have counts for
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cs.CL2018
Backpropagating through Structured Argmax using a SPIGOT
Hao Peng, Sam Thomson, Noah A. Smith
We introduce the structured projection of intermediate gradients optimization technique (SPIGOT), a new method for backpropagating through neural networks that include hard-decisio…
cs.CL2018
Learning Joint Semantic Parsers from Disjoint Data
Hao Peng, Sam Thomson, Swabha Swayamdipta +1
We present a new approach to learning semantic parsers from multiple datasets, even when the target semantic formalisms are drastically different, and the underlying corpora do not…
cs.SI2018
"You are no Jack Kennedy": On Media Selection of Highlights from Presidential Debates
Chenhao Tan, Hao Peng, Noah A. Smith
Political speeches and debates play an important role in shaping the images of politicians, and the public often relies on media outlets to select bits of political communication f…