Search Results for author: Hanbing Liu

Found 7 papers, 5 papers with code

CodeS: Towards Building Open-source Language Models for Text-to-SQL

1 code implementation26 Feb 2024 Haoyang Li, Jing Zhang, Hanbing Liu, Ju Fan, Xiaokang Zhang, Jun Zhu, Renjie Wei, Hongyan Pan, Cuiping Li, Hong Chen

To address the limitations, we introduce CodeS, a series of pre-trained language models with parameters ranging from 1B to 15B, specifically designed for the text-to-SQL task.

Data Augmentation Domain Adaptation +2

Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum

no code implementations26 Feb 2024 Hanbing Liu, Jingge Wang, Xuan Zhang, Ye Guo, Yang Li

Specifically, we construct a transfer curriculum over the source and intermediate domains based on Wasserstein distance, motivated by theoretical analysis of CDA.

Capacity Estimation Domain Adaptation +3

ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions

no code implementations7 Apr 2023 Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang

Orchestrating a high-quality data preparation program is essential for successful machine learning (ML), but it is known to be time and effort consuming.

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