1 code implementation • 13 Mar 2024 • Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Rui Zhao, Hangyu Mao
Then, in the first stage, question-SQL pairs are retrieved as few-shot demonstrations, prompting the LLM to generate a preliminary SQL (PreSQL).
Ranked #1 on Text-To-SQL on spider
no code implementations • 5 Mar 2024 • Bin Zhang, Yuxiao Ye, Guoqing Du, Xiaoru Hu, Zhishuai Li, Sun Yang, Chi Harold Liu, Rui Zhao, Ziyue Li, Hangyu Mao
Then we formulate five evaluation tasks to comprehensively assess the performance of diverse methods across various LLMs throughout the Text-to-SQL process. Our study highlights the performance disparities among LLMs and proposes optimal in-context learning solutions tailored to each task.
no code implementations • EACL 2021 • Yuxiao Ye, Simone Teufel
Non-neural approaches to argument mining (AM) are often pipelined and require heavy feature-engineering.
1 code implementation • NAACL 2019 • Yuxiao Ye, Yue Zhang, Weikang Li, Likun Qiu, Jian Sun
Cross-domain Chinese Word Segmentation (CWS) remains a challenge despite recent progress in neural-based CWS.