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Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation


Oct 10, 2020
Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani, Silei Xu, Monica S. Lam

* Published in EMNLP 2020 

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AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data


Oct 09, 2020
Silei Xu, Sina J. Semnani, Giovanni Campagna, Monica S. Lam

* To appear in EMNLP 2020 

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State-Machine-Based Dialogue Agents with Few-Shot Contextual Semantic Parsers


Sep 16, 2020
Giovanni Campagna, Sina J. Semnani, Ryan Kearns, Lucas Jun Koba Sato, Monica S. Lam

* 10 pages 

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Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking


May 02, 2020
Giovanni Campagna, Agata Foryciarz, Mehrad Moradshahi, Monica S. Lam

* 9 pages. To appear in ACL 2020 

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Schema2QA: Answering Complex Queries on the Structured Web with a Neural Model


Jan 27, 2020
Silei Xu, Giovanni Campagna, Jian Li, Monica S. Lam


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ImagineNet: Restyling Apps Using Neural Style Transfer


Jan 14, 2020
Michael H. Fischer, Richard R. Yang, Monica S. Lam


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HUBERT Untangles BERT to Improve Transfer across NLP Tasks


Oct 25, 2019
Mehrad Moradshahi, Hamid Palangi, Monica S. Lam, Paul Smolensky, Jianfeng Gao


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Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands


Apr 18, 2019
Giovanni Campagna, Silei Xu, Mehrad Moradshahi, Richard Socher, Monica S. Lam

* To appear in PLDI 2019 

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