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Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing



Akshat Shrivastava , Shrey Desai , Anchit Gupta , Ali Elkahky , Aleksandr Livshits , Alexander Zotov , Ahmed Aly


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Assessing Data Efficiency in Task-Oriented Semantic Parsing



Shrey Desai , Akshat Shrivastava , Justin Rill , Brian Moran , Safiyyah Saleem , Alexander Zotov , Ahmed Aly


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Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing



Akshat Shrivastava , Pierce Chuang , Arun Babu , Shrey Desai , Abhinav Arora , Alexander Zotov , Ahmed Aly


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Low-Resource Task-Oriented Semantic Parsing via Intrinsic Modeling



Shrey Desai , Akshat Shrivastava , Alexander Zotov , Ahmed Aly


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Task-Oriented Dialogue as Dataflow Synthesis



Semantic Machines , 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

* TACL 2020 

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