I am currently a Ph.D. student in Department of Electronic Engineering, in Shanghai Jiao Tong University (SJTU). I have the honor to be supervised by Xinbing Wang and Zhouhan Lin
Before that, I received the bachelor degree in School of Telecommunications Engineering, Xidian University in 2019.

Research

My research interests mainly lie in natural language processing, my current research intersts are code (e.g. SQL) semantic parsing. The goal of my research is to design and build convenient natural language interfaces (NLIs) that can help humans explore and reason over code in any application.

Selected Publications

RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang and Zhouhan Lin
EMNLP 2022
[Link] [GitHub] [Talk]

Text Classification in the Wild: a Large-scale Long-tailed Name Normalization Dataset
Jiexing Qi, Shuhao Li, Zhixin Guo, Yusheng Huang, Chenghu Zhou, Weinan Zhang, Xinbing Wang, and Zhouhan Lin
ICASSP 2023
[Link] [GitHub]

Asymmetric Polynomial Loss for Multi-label Classification
Yusheng Huang, Jiexing Qi, Xinbing Wang, and Zhouhan Lin
ICASSP 2023
[Link] [GitHub]

Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model
Yi Xu, Shuqian Sheng, Jiexing Qi, Luoyi Fu, Zhouhan Lin, Xinbing Wang
ACL 2023
[Link]

Towards Controlled Table-to-Text Generation with Scientific Reasoning
Zhixin Guo, Jianping Zhou, Jiexing Qi, Mingxuan Yan, Ziwei He, Guanjie Zheng, Zhouhan Lin, Xinbing Wang, Chenghu Zhou
ICASSP 2024
[Arxiv]

Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization
Zhixin Guo, Minyxuan Yan, Jiexing Qi, Jianping Zhou, Ziwei He, Zhouhan Lin, Guanjie Zheng, Xinbing Wang
Preprint 2023
[Arxiv]

Projects

• Keywords Ranking in NSFC, url
• Top author/paper in kqi ranking of CCF fields, url
• Hot Keywords of CCF Field, url
• Galaxy Album of Seminal Paper, url

Awards

• Third Prize in the 17th China Post-Graduate Mathematical Contest in Modeling. 2020
• Outstanding Graduates of Xidian University (Top 1%). 2019
• Honorable Mention in Mathematical Contest In Modeling (MCM). 2018
• First Class Scholarship for Undergraduate Student in Xidian University (Top 5%). 2017 & 2018
• National Encouragement Scholarship. 2017
• National Scholarship. 2016
• Highest Honor Scholarship for Undergraduate Student in Xidian University (Top 1%). 2015 & 2018

Service

• Reviewer: COLING, EMNLP

Patents

• 一种根据学术表格及其选中内容生成描述的方法及系统
• 实体名称归一化系统及其方法、计算机可读介质
• 机构命名实体归一化方法和系统
• 基于LEAM 模型的机构命名实体归一化方法和系统
• 知识图谱架构的构建与应用方法、系统及介质
• 基于分割绘图法的网络布局方法、系统及介质