Showing cs.CLShow all
2 papers · 1 filter
cs.CL2026
ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection
Dongxin Guo, Jikun Wu, Siu Ming Yiu
Financial institutions must track over 60,000 regulatory events annually, overwhelming manual compliance teams; the industry has paid over USD 300 billion in fines and settlements…
cs.CL2026
RouteNLP: Closed-Loop LLM Routing with Conformal Cascading and Distillation Co-Optimization
Dongxin Guo, Jikun Wu, Siu Ming Yiu
Serving diverse NLP workloads with large language models is costly: at one enterprise partner, inference costs exceeded $200K/month despite over 70% of queries being routine tasks…