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09/16/2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding
In a real-world dialogue system, generated responses must satisfy severa...
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09/24/2020
Task-Oriented Dialogue as Dataflow Synthesis
We describe an approach to task-oriented dialogue in which dialogue stat...
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12/05/2017
Structured Set Matching Networks for One-Shot Part Labeling
Diagrams often depict complex phenomena and serve as a good test bed for...
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04/27/2017
Learning a Neural Semantic Parser from User Feedback
We present an approach to rapidly and easily build natural language inte...
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12/02/2016
Probabilistic Neural Programs
We present probabilistic neural programs, a framework for program induct...
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07/12/2016
Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge
Traditional semantic parsers map language onto compositional, executable...
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06/22/2016
