Zui Chen

According to our database, Zui Chen authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL.

Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang

Proc. VLDB Endow., July, 2024

What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning.

Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo

CoRR, 2024

Expediting and Elevating Large Language Model Reasoning via Hidden Chain-of-Thought Decoding.

Tianqiao Liu, Zui Chen, Zitao Liu, Mi Tian, Weiqi Luo

CoRR, 2024

A Declarative System for Optimizing AI Workloads.

Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano

CoRR, 2024

Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes.

Yezeng Chen, Zui Chen, Yi Zhou

CoRR, 2024

An Empirical Study of Data Ability Boundary in LLMs' Math Reasoning.

Zui Chen, Yezeng Chen, Jiaqi Han, Zhijie Huang, Ji Qi, Yi Zhou

CoRR, 2024

2023

Lingua Manga: A Generic Large Language Model Centric System for Data Curation.

Zui Chen, Lei Cao, Sam Madden

Proc. VLDB Endow., 2023

SEED: Simple, Efficient, and Effective Data Management via Large Language Models.

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

CoRR, 2023

RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training.

Zui Chen, Lei Cao, Sam Madden

CoRR, 2023

Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation.

Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du

CoRR, 2023

Language Model is Suitable for Correction of Handwritten Mathematical Expressions Recognition.

Zui Chen, Jiaqi Han, Chaofan Yang, Yi Zhou

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes.

Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang

Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022

VizLinter: A Linter and Fixer Framework for Data Visualization.

Qing Chen, Fuling Sun, Xinyue Xu, Zui Chen, Jiazhe Wang, Nan Cao

IEEE Trans. Vis. Comput. Graph., 2022

Sound2Synth: Interpreting Sound via FM Synthesizer Parameters Estimation.

Zui Chen, Yansen Jing, Shengcheng Yuan, Yifei Xu, Jian Wu, Hang Zhao

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DeepStruct: Pretraining of Language Models for Structure Prediction.

Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Zero-Shot Information Extraction as a Unified Text-to-Triple Translation.

Chenguang Wang, Xiao Liu, Zui Chen, Haoyun Hong, Jie Tang, Dawn Song

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2017

Trust in qualitative data repositories.

Rebecca D. Frank, Zui Chen, Erica Crawford, Kara Suzuka, Elizabeth Yakel

Proceedings of the Diversity of Engagement: Connecting People and Information in the Physical and Virtual Worlds, 2017