3 papers
cs.CL2026
Are You the A-hole? A Fair, Multi-Perspective Ethical Reasoning Framework
Sheza Munir, Ahanaf Rodoshi, Sumin Lee +3
Standard methods for aggregating natural language judgments, such as majority voting, often fail to produce logically consistent results when applied to high-conflict domains, trea…
cs.DB2026
ORCA: ORchestrating Causal Agent
Joanie Hayoun Chung, Sumin Lee, Sungbin Lim
Causal analysis on relational databases is challenging, as analysis datasets must be repeatedly queried from complex schemas. Recent LLM systems can automate individual steps, but…
cs.LG2025
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
Jiyeon Kang, Songseong Kim, Chanhui Lee +6
Ordering-based approaches to causal discovery identify topological orders of causal graphs, providing scalable alternatives to combinatorial search methods. Under the Additive Nois…