Search Results for author: Qiuping Huang

Found 5 papers, 2 papers with code

Scalable Framework For Deep Learning based CSI Feedback

no code implementations18 Oct 2022 Liqiang Jin, Qiuping Huang, Qiubin Gao, Yongqiang Fei, Shaohui Sun

Deep learning (DL) based channel state information (CSI) feedback in multiple-input multiple-output (MIMO) systems recently has attracted lots of attention from both academia and industrial.

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

1 code implementation Findings (NAACL) 2022 Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver

To deal with this problem, we modify a number of state-of-the-art models to train on the segmented data of Spider-SS, and we show that this method improves the generalization performance.

Sentence Text-To-SQL

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

1 code implementation ACL 2021 Yujian Gan, Xinyun Chen, Qiuping Huang, Matthew Purver, John R. Woodward, Jinxia Xie, Pengsheng Huang

We observe that the accuracy dramatically drops by eliminating such explicit correspondence between NL questions and table schemas, even if the synonyms are not adversarially selected to conduct worst-case adversarial attacks.


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