242 citations · 1.5k across the 60 of their papers we have counts for
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cs.CL2016★ 38 cited
Reasoning About Pragmatics with Neural Listeners and Speakers
Jacob Andreas, Dan Klein
We present a model for pragmatically describing scenes, in which contrastive behavior results from a combination of inference-driven pragmatics and learned semantics. Like previous…
cs.CL2016★ 118 cited
Learning to Compose Neural Networks for Question Answering
Jacob Andreas, Marcus Rohrbach, Trevor Darrell +1
We describe a question answering model that applies to both images and structured knowledge bases. The model uses natural language strings to automatically assemble neural networks…