Search Results for author: Junhong Lou

Found 3 papers, 0 papers with code

DataGpt-SQL-7B: An Open-Source Language Model for Text-to-SQL

no code implementations24 Sep 2024 Lixia Wu, Peng Li, Junhong Lou, Lei Fu

In addressing the pivotal role of translating natural language queries into SQL commands, we propose a suite of compact, fine-tuned models and self-refine mechanisms to democratize data access and analysis for non-expert users, mitigating risks associated with closed-source Large Language Models.

 Ranked #1 on Text-To-SQL on spider (Exact Match Accuracy (Dev) metric, using extra training data)

Language Modeling Language Modelling +2

LaDe: The First Comprehensive Last-mile Delivery Dataset from Industry

no code implementations19 Jun 2023 Lixia Wu, Haomin Wen, Haoyuan Hu, Xiaowei Mao, Yutong Xia, Ergang Shan, Jianbin Zheng, Junhong Lou, Yuxuan Liang, Liuqing Yang, Roger Zimmermann, Youfang Lin, Huaiyu Wan

In this paper, we introduce \texttt{LaDe}, the first publicly available last-mile delivery dataset with millions of packages from the industry.

Management

G2PTL: A Pre-trained Model for Delivery Address and its Applications in Logistics System

no code implementations4 Apr 2023 Lixia Wu, Jianlin Liu, Junhong Lou, Haoyuan Hu, Jianbin Zheng, Haomin Wen, Chao Song, Shu He

How to effectively encode the delivery address is a core task to boost the performance of downstream tasks in the logistics system.

Cannot find the paper you are looking for? You can Submit a new open access paper.