Research Achievements

Jellyfish: A Large Language Model for Data Preprocessing

Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada

Conference on Empirical Methods in Natural Language Processing (EMNLP) 2024

11, 2024

On the Use of Large Language Models for Table Tasks

Yuyang Dong, Masafumi Oyamada, Chuan Xiao, Haochen Zhang

ACM International Conference on Information and Knowledge Management (CIKM)

10, 2024

DeepJoin: Joinable Table Discovery with Pre-trained Language Models

Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada

International Conference on Very Large Data Bases(VLDB)

2023

Vol/No/Pages: Vol. Vol. 16

Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach.

Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada

IEEE International Conference on Data Engineering (ICDE) 2021.

4, 2021