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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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09/09/2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
Traditional recommendation systems produce static rather than interactiv...
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06/17/2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
Generating fluent natural language responses from structured semantic re...
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04/05/2019
Generate, Filter, and Rank: Grammaticality Classification for Production-Ready NLG Systems
Neural approaches to Natural Language Generation (NLG) have been promisi...
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08/29/2018
Decoupling Strategy and Generation in Negotiation Dialogues
We consider negotiation settings in which two agents use natural languag...
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11/25/2017
Malaria Likelihood Prediction By Effectively Surveying Households Using Deep Reinforcement Learning
We build a deep reinforcement learning (RL) agent that can predict the l...
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04/24/2017