2 papers
cs.LG2026
Abex-rat: Synergizing Abstractive Augmentation and Adversarial Training for Classification of Occupational Accident Reports
Jian Chen, Jiabao Dou
The automatic classification of occupational accident reports is pivotal for workplace safety analysis but is persistently hindered by severe class imbalance and data scarcity. In…
cs.CL2026
Arce: Augmented Roberta with Contextualized Elucidations for Ner in Automated Rule Checking
Jian Chen, Jiabao Dou
Accurate information extraction from specialized texts is a critical challenge for automated rule checking (ARC) in the architecture, engineering, and construction (AEC) domain. Wh…