Search Results for author: Hanchen Xia

Found 2 papers, 1 papers with code

SQL-CRAFT: Text-to-SQL through Interactive Refinement and Enhanced Reasoning

no code implementations20 Feb 2024 Hanchen Xia, Feng Jiang, Naihao Deng, Cunxiang Wang, Guojiang Zhao, Rada Mihalcea, Yue Zhang

Modern LLMs have become increasingly powerful, but they are still facing challenges in specialized tasks such as Text-to-SQL.

Text-To-SQL

EVNet: An Explainable Deep Network for Dimension Reduction

1 code implementation21 Nov 2022 Zelin Zang, Shenghui Cheng, Linyan Lu, Hanchen Xia, Liangyu Li, Yaoting Sun, Yongjie Xu, Lei Shang, Baigui Sun, Stan Z. Li

The proposed techniques are integrated with a visual interface to help the user to adjust EVNet to achieve better DR performance and explainability.

Data Augmentation Dimensionality Reduction

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