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UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models


Jan 20, 2022
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu


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Towards Neural Functional Program Evaluation


Dec 09, 2021
Torsten Scholak, Jonathan Pilault, Joey Velez-Ginorio

* 9 pages. Accepted at the AIPLANS workshop at NeurIPS 2021 

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PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models


Sep 10, 2021
Torsten Scholak, Nathan Schucher, Dzmitry Bahdanau

* Accepted to EMNLP 2021. 7 pages 

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DuoRAT: Towards Simpler Text-to-SQL Models


Oct 21, 2020
Torsten Scholak, Raymond Li, Dzmitry Bahdanau, Harm de Vries, Chris Pal

* Code is available at https://github.com/ElementAI/duorat 

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