24 citations · 159 across the 20 of their papers we have counts for
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cs.CL2017
Learning with Latent Language
Jacob Andreas, Dan Klein, Sergey Levine
The named concepts and compositional operators present in natural language provide a rich source of information about the kinds of abstractions humans use to navigate the world. Ca…
cs.CL2017★ 3 cited
Analogs of Linguistic Structure in Deep Representations
Jacob Andreas, Dan Klein
We investigate the compositional structure of message vectors computed by a deep network trained on a communication game. By comparing truth-conditional representations of encoder-…
cs.CL2017★ 12 cited
A Minimal Span-Based Neural Constituency Parser
Mitchell Stern, Jacob Andreas, Dan Klein
In this work, we present a minimal neural model for constituency parsing based on independent scoring of labels and spans. We show that this model is not only compatible with class…