Photon: A Robust Cross-Domain Text-to-SQL System
Jichuan Zeng,
Xi Victoria Lin,
Caiming Xiong,
Richard Socher,
Michael R. Lyu,
Irwin King,
Steven C. H. Hoi
· ACL 2020
Computation and Language,
Artificial Intelligence,
Databases
ERASER: A Benchmark to Evaluate Rationalized NLP Models
Jay DeYoung,
Sarthak Jain,
Nazneen Fatema Rajani,
Eric Lehman,
Caiming Xiong,
Richard Socher,
Byron C. Wallace
· ACL 2020
Computation and Language,
Artificial Intelligence,
Machine Learning
Non-Autoregressive Dialog State Tracking
Hung Le,
Richard Socher,
Steven C. H. Hoi
· ICLR 2020
Computation and Language,
Artificial Intelligence,
Machine Learning
Private Deep Learning with Teacher Ensembles
Lichao Sun,
Yingbo Zhou,
Ji Wang,
Jia Li,
Richard Sochar,
Philip S. Yu,
Caiming Xiong
· arXiv 2019
Cryptography and Security,
Machine Learning
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
Tao Yu,
Rui Zhang,
He Yang Er,
Suyi Li,
Eric Xue,
Bo Pang,
Xi Victoria Lin,
Yi Chern Tan,
Tianze Shi,
Zihan Li,
Youxuan Jiang,
Michihiro Yasunaga,
Sungrok Shim,
Tao Chen,
Alexander Fabbri,
Zifan Li,
Luyao Chen,
Yuwen Zhang,
Shreya Dixit,
Vincent Zhang,
Caiming Xiong,
Richard Socher,
Walter S Lasecki,
Dragomir Radev
· EMNLP 2019
Computation and Language,
Artificial Intelligence
SParC: Cross-Domain Semantic Parsing in Context
Tao Yu,
Rui Zhang,
Michihiro Yasunaga,
Yi Chern Tan,
Xi Victoria Lin,
Suyi Li,
Heyang Er,
Irene Li,
Bo Pang,
Tao Chen,
Emily Ji,
Shreya Dixit,
David Proctor,
Sungrok Shim,
Jonathan Kraft,
Vincent Zhang,
Caiming Xiong,
Richard Socher,
Dragomir Radev
· ACL 2019
Computation and Language,
Artificial Intelligence
Quasi-Recurrent Neural Networks
James Bradbury,
Stephen Merity,
Caiming Xiong,
Richard Socher
· ICLR 2017
Neural and Evolutionary Computing,
Artificial Intelligence,
Computation and Language,
Learning
Pointer Sentinel Mixture Models
Stephen Merity,
Caiming Xiong,
James Bradbury,
Richard Socher
· arXiv 2016
Computation and Language,
Artificial Intelligence
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