TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities

2 code implementations • 13 Dec 2022 • Zhe Zhao, Yudong Li, Cheng Hou, Jing Zhao, Rong Tian, Weijie Liu, Yiren Chen, Ningyuan Sun, Haoyan Liu, Weiquan Mao, Han Guo, Weigang Guo, Taiqiang Wu, Tao Zhu, Wenhang Shi, Chen Chen, Shan Huang, Sihong Chen, Liqun Liu, Feifei Li, Xiaoshuai Chen, Xingwu Sun, Zhanhui Kang, Xiaoyong Du, Linlin Shen, Kimmo Yan

The proposed pre-training models of different modalities are showing a rising trend of homogeneity in their model structures, which brings the opportunity to implement different pre-training models within a uniform framework.

Offset-Guided Attention Network for Room-Level Aware Floor Plan Segmentation

no code implementations • 22 Oct 2022 • Zhangyu Wang, Ningyuan Sun

Recognition of floor plans has been a challenging and popular task.

TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation

2 code implementations • 10 Jun 2020 • Ningyuan Sun, Xuefeng Yang, Yunfeng Liu

Existing NL2SQL datasets assume that condition values should appear exactly in natural language questions and the queries are answerable given the table.

Text-To-SQL