Articles

When Transformers Forget: A Study of Catastrophic Forgetting in Continual Learning for NLP Tasks

Yuki Tanaka*, Marco Ferretti, Priya Subramanian
Open Access PDF

1-5

DOI: https://doi.org/10.63646/datamind.2023.010101

GraphRAG for Adverse-Event Surveillance: Applying Pharmacovigilance Databases to Explainable Safety Signal Discovery

Hongtao Lin, Yuwei Zhao*, Jianhua Sun, Xueting Wei
Open Access PDF

6-19

DOI: https://doi.org/10.63646/datamind.2023.010102

AutoDBBench: An Automated Benchmarking Workbench for Relational, Graph, Vector, and Lakehouse Databases

Zhiqiang Hu, Lijie Tan*, Bowen Qin, Min Yu
Open Access PDF

20-32

DOI: https://doi.org/10.63646/datamind.2023.010103

CarbonLedgerDB: A Structured Database for Supply-Chain Carbon Accounting and Green AI Analytics

Jingjing Luo, Haoran Xu, Wei Fang*
Open Access PDF

33-44

DOI: https://doi.org/10.63646/datamind.2023.010104

Vector Database Optimization for E-Commerce Search Logs: A Data-Driven Study of Latency, Recall, and Revenue Signals

Peng Liu, Jing Wang, Hao Xu*
Open Access PDF

45-56

DOI: https://doi.org/10.63646/datamind.2023.010105

Causal Policy Analytics from Infectious Disease Databases

Zhenhua Chen, Xue Mei*, Jiaming Hu
Open Access PDF

57-65

DOI: https://doi.org/10.63646/datamind.2023.010106