3 papers
cs.SE2026
Reinforcement learning to improve large language model-based automated code compliance systems
Jack Wei Lun Shi, Minghao Dang, Wawan Solihin +2
Large language model (LLM)-based approaches for automated code compliance (ACC) of building regulations are prone to generating incorrect and hallucinated computer-processable rule…
cs.CL2026
LLM attribution analysis across different fine-tuning strategies and model scales for automated code compliance
Jack Wei Lun Shi, Minghao Dang, Wawan Solihin +1
Existing research on large language models (LLMs) for automated code compliance has primarily focused on performance, treating the models as black boxes and overlooking how trainin…
cs.AI2025
AGI-Elo: How Far Are We From Mastering A Task?
Shuo Sun, Yimin Zhao, Christina Dao Wen Lee +8
As the field progresses toward Artificial General Intelligence (AGI), there is a pressing need for more comprehensive and insightful evaluation frameworks that go beyond aggregate…