Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment



Yujian Gan , Xinyun Chen , Qiuping Huang , Matthew Purver

* To appear in Findings of NAACL 2022 

   Access Paper or Ask Questions

Learning Bounded Context-Free-Grammar via LSTM and the Transformer:Difference and Explanations



Hui Shi , Sicun Gao , Yuandong Tian , Xinyun Chen , Jishen Zhao

* Accepted By AAAI22 

   Access Paper or Ask Questions

SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs



Hongyu Ren , Hanjun Dai , Bo Dai , Xinyun Chen , Denny Zhou , Jure Leskovec , Dale Schuurmans


   Access Paper or Ask Questions

RobustART: Benchmarking Robustness on Architecture Design and Training Techniques



Shiyu Tang , Ruihao Gong , Yan Wang , Aishan Liu , Jiakai Wang , Xinyun Chen , Fengwei Yu , Xianglong Liu , Dawn Song , Alan Yuille , Philip H. S. Torr , Dacheng Tao


   Access Paper or Ask Questions

Exploring Underexplored Limitations of Cross-Domain Text-to-SQL Generalization



Yujian Gan , Xinyun Chen , Matthew Purver

* To appear in EMNLP 2021 

   Access Paper or Ask Questions

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications



Yujian Gan , Xinyun Chen , Jinxia Xie , Matthew Purver , John R. Woodward , John Drake , Qiaofu Zhang

* To appear in EMNLP Findings 2021 

   Access Paper or Ask Questions

Latent Execution for Neural Program Synthesis Beyond Domain-Specific Languages



Xinyun Chen , Dawn Song , Yuandong Tian


   Access Paper or Ask Questions

SpreadsheetCoder: Formula Prediction from Semi-structured Context



Xinyun Chen , Petros Maniatis , Rishabh Singh , Charles Sutton , Hanjun Dai , Max Lin , Denny Zhou

* Published in ICML 2021 

   Access Paper or Ask Questions

Understanding the Spread of COVID-19 Epidemic: A Spatio-Temporal Point Process View



Shuang Li , Lu Wang , Xinyun Chen , Yixiang Fang , Yan Song


   Access Paper or Ask Questions

Towards Robustness of Text-to-SQL Models against Synonym Substitution



Yujian Gan , Xinyun Chen , Qiuping Huang , Matthew Purver , John R. Woodward , Jinxia Xie , Pengsheng Huang

* To appear in ACL 2021 

   Access Paper or Ask Questions

1
2
3
4
>>