Task-Oriented Dialogue as Dataflow Synthesis. Jacob Andreas , John Bufe , David Burkett , Charles Chen , Josh Clausman , Jean Crawford , Kate Crim , Jordan DeLoach , Leah Dorner , Jason Eisner , Hao Fang , Alan Guo , David Hall , Kristin Hayes , Kellie Hill , Diana Ho , Wendy Iwaszuk , Smriti Jha , Dan Klein , Jayant Krishnamurthy , Theo Lanman , Percy Liang , Christopher H Lin , Ilya Lintsbakh , Andy McGovern , Aleksandr Nisnevich , Adam Pauls , Dmitrij Petters , Brent Read , Dan Roth , Subhro Roy , Jesse Rusak , Beth Short , Div Slomin , Ben Snyder , Stephon Striplin , Yu Su , Zachary Tellman , Sam Thomson , Andrei Vorobev , Izabela Witoszko , Jason Wolfe , Abby Wray , Yuchen Zhang , Alexander Zotov Trans. Assoc. Comput. Linguistics(2020)
摘要
We describe an approach to task-oriented dialogue in which dialogue state is represented as a dataflow graph. A dialogue agent maps each user utterance to a program that extends this graph. Program...
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