95 citations · 138 across the 9 of their papers we have counts for
Showing 2017 · cs.CLShow all
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cs.CL2017★ 95 cited
Frame-Semantic Parsing with Softmax-Margin Segmental RNNs and a Syntactic Scaffold
Swabha Swayamdipta, Sam Thomson, Chris Dyer +1
We present a new, efficient frame-semantic parser that labels semantic arguments to FrameNet predicates. Built using an extension to the segmental RNN that emphasizes recall, our b…
cs.CL2017★ 23 cited
Deep Multitask Learning for Semantic Dependency Parsing
Hao Peng, Sam Thomson, Noah A. Smith
We present a deep neural architecture that parses sentences into three semantic dependency graph formalisms. By using efficient, nearly arc-factored inference and a bidirectional-L…