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The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding


Sep 16, 2022
Hao Fang, Anusha Balakrishnan, Harsh Jhamtani, John Bufe, Jean Crawford, Jayant Krishnamurthy, Adam Pauls, Jason Eisner, Jacob Andreas, Dan Klein


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On the Intersection of Context-Free and Regular Languages


Sep 14, 2022
Clemente Pasti, Andreas Opedal, Tiago Pimentel, Tim Vieira, Jason Eisner, Ryan Cotterell


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BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing


Jun 21, 2022
Subhro Roy, Sam Thomson, Tongfei Chen, Richard Shin, Adam Pauls, Jason Eisner, Benjamin Van Durme


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Active Programming by Example with a Natural Language Prior


May 25, 2022
Ruiqi Zhong, Charlie Snell, Dan Klein, Jason Eisner


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When More Data Hurts: A Troubling Quirk in Developing Broad-Coverage Natural Language Understanding Systems


May 24, 2022
Elias Stengel-Eskin, Emmanouil Antonios Platanios, Adam Pauls, Sam Thomson, Hao Fang, Benjamin Van Durme, Jason Eisner, Yu Su

* 15 pages 

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Transformer Embeddings of Irregularly Spaced Events and Their Participants


Dec 31, 2021
Chenghao Yang, Hongyuan Mei, Jason Eisner


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Searching for More Efficient Dynamic Programs


Sep 14, 2021
Tim Vieira, Ryan Cotterell, Jason Eisner


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Constrained Language Models Yield Few-Shot Semantic Parsers


Apr 18, 2021
Richard Shin, Christopher H. Lin, Sam Thomson, Charles Chen, Subhro Roy, Emmanouil Antonios Platanios, Adam Pauls, Dan Klein, Jason Eisner, Benjamin Van Durme


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Learning How to Ask: Querying LMs with Mixtures of Soft Prompts


Apr 14, 2021
Guanghui Qin, Jason Eisner

* NAACL-HLT 2021 camera-ready 

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Noise-Contrastive Estimation for Multivariate Point Processes


Nov 02, 2020
Hongyuan Mei, Tom Wan, Jason Eisner

* NeurIPS 2020 camera-ready 

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