Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search

Authors: Li, Boyan, Zhang, Jiayi, Fan, Ju, Xu, Yanwei, Chen, Chong, Tang, Nan, Luo, Yuyu

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2502.17248

A Plug-and-Play Natural Language Rewriter for Natural Language to SQL

Authors: Ma, Peixian, Li, Boyan, Jiang, Runzhi, Fan, Ju, Tang, Nan, Luo, Yuyu

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2412.17068

AutoPrep: Natural Language Question-Aware Data Preparation with a Multi-Agent Framework

Authors: Fan, Meihao, Fan, Ju, Tang, Nan, Cao, Lei, Li, Guoliang, Du, Xiaoyong

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2412.10422

Automatic Database Configuration Debugging using Retrieval-Augmented Language Models

Authors: Chen, Sibei, Fan, Ju, Wu, Bin, Tang, Nan, Deng, Chao, Wang, Pengyi, Li, Ye, Tan, Jian, Li, Feifei, Zhou, Jingren, Du, Xiaoyong

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2412.07548

A Novel Detection Applied on Micro Defect in Bump Interface for 2.5DIC Package

Authors: Lin, Yi-Sheng, Hsiao, Yu-Hsiang, Liu, Cheng-Hsin, Hsiao, Fan-Ju, Wang, Chen-Chao, Hung, Chin-Pin

Source: 2024 IEEE 74th Electronic Components and Technology Conference (ECTC) ECTC Electronic Components and Technology Conference (ECTC), 2024 IEEE 74th. :1804-1807 May, 2024

Relation: 2024 IEEE 74th Electronic Components and Technology Conference (ECTC)

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

Authors: Fan, Meihao, Han, Xiaoyue, Fan, Ju, Chai, Chengliang, Tang, Nan, Li, Guoliang, Du, Xiaoyong

Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2024 IEEE 40th International Conference on. :3696-3709 May, 2024

Relation: 2024 IEEE 40th International Conference on Data Engineering (ICDE)

Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration

Authors: Huang, Peng, Zhang, Meihui, Zhong, Ziyue, Chai, Chengliang, Fan, Ju

Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2024 IEEE 40th International Conference on. :3462-3475 May, 2024

Relation: 2024 IEEE 40th International Conference on Data Engineering (ICDE)

Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation

Authors: Chai, Chengliang, Jin, Kasisen, Tang, Nan, Fan, Ju, Qiao, Lianpeng, Wang, Yuping, Luo, Yuyu, Yuan, Ye, Wang, Guoren

Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2024 IEEE 40th International Conference on. :3613-3626 May, 2024

Relation: 2024 IEEE 40th International Conference on Data Engineering (ICDE)

A Multi-Task Learning Framework for Reading Comprehension of Scientific Tabular Data

Authors: Yang, Xu, Zhang, Meihui, Fan, Ju, Luo, Zeyu, Yang, Yuxin

Source: 2024 IEEE 40th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2024 IEEE 40th International Conference on. :3710-3724 May, 2024

Relation: 2024 IEEE 40th International Conference on Data Engineering (ICDE)

Harnessing Diversity for Important Data Selection in Pretraining Large Language Models

Authors: Zhang, Chi, Zhong, Huaping, Zhang, Kuan, Chai, Chengliang, Wang, Rui, Zhuang, Xinlin, Bai, Tianyi, Qiu, Jiantao, Cao, Lei, Fan, Ju, Yuan, Ye, Wang, Guoren, He, Conghui

Subject Terms: Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2409.16986

A Survey of NL2SQL with Large Language Models: Where are we, and where are we going?

Authors: Liu, Xinyu, Shen, Shuyu, Li, Boyan, Ma, Peixian, Jiang, Runzhi, Zhang, Yuxin, Fan, Ju, Li, Guoliang, Tang, Nan, Luo, Yuyu

Subject Terms: Computer Science - Databases, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2408.05109

Diverse and Fine-Grained Instruction-Following Ability Exploration with Synthetic Data

Authors: Gu, Zihui, Sun, Xingwu, Lian, Fengzong, Kang, Zhanhui, Xu, Cheng-Zhong, Fan, Ju

Source: AAAI 2024

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2407.03942

Online Health Information Seeking Using '#COVID-19 Patient Seeking Help' on Weibo in Wuhan, China: Descriptive Study

Authors: Zhao, Xiaoman, Fan, Ju, Basnyat, Iccha, Hu, Baijing

Source: Journal of Medical Internet Research, Vol 22, Iss 10, p e22910 (2020)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7, Public aspects of medicine, RA1-1270

File Description: electronic resource

Relation: http://www.jmir.org/2020/10/e22910/; https://doaj.org/toc/1438-8871

Access URL: https://doaj.org/article/0b142decbbe44dc88bd26da4ae2ef02d

Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations

Authors: Chen, Sibei, He, Yeye, Cui, Weiwei, Fan, Ju, Ge, Song, Zhang, Haidong, Zhang, Dongmei, Chaudhuri, Surajit

Subject Terms: Computer Science - Databases, Computer Science - Computation and Language, Computer Science - Programming Languages

Access URL: http://arxiv.org/abs/2404.12608

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

Authors: Li, Haoyang, Zhang, Jing, Liu, Hanbing, Fan, Ju, Zhang, Xiaokang, Zhu, Jun, Wei, Renjie, Pan, Hongyan, Li, Cuiping, Chen, Hong

Subject Terms: Computer Science - Computation and Language, Computer Science - Databases

Access URL: http://arxiv.org/abs/2402.16347

Large Language Model for Table Processing: A Survey

Authors: Lu, Weizheng, Zhang, Jing, Fan, Ju, Fu, Zihao, Chen, Yueguo, Du, Xiaoyong

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.05121

Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration

Authors: Fan, Meihao, Han, Xiaoyue, Fan, Ju, Chai, Chengliang, Tang, Nan, Li, Guoliang, Du, Xiaoyong

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2312.03987

SEED: Domain-Specific Data Curation With Large Language Models

Authors: Chen, Zui, Cao, Lei, Madden, Sam, Kraska, Tim, Shang, Zeyuan, Fan, Ju, Tang, Nan, Gu, Zihui, Liu, Chunwei, Cafarella, Michael

Subject Terms: Computer Science - Databases, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.00749

VerifAI: Verified Generative AI

Authors: Tang, Nan, Yang, Chenyu, Fan, Ju, Cao, Lei, Luo, Yuyu, Halevy, Alon

Subject Terms: Computer Science - Databases, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2307.02796

Local Clustering over Labeled Graphs: An Index-Free Approach

Authors: Yudong, Niu, Li, Yuchen, Fan, Ju, Bao, Zhifeng

Source: 2022 IEEE 38th International Conference on Data Engineering (ICDE) ICDE Data Engineering (ICDE), 2022 IEEE 38th International Conference on. :2805-2817 May, 2022

Relation: 2022 IEEE 38th International Conference on Data Engineering (ICDE)