4 papers
Code-as-Auditor: Executable Compliance Reasoning via Regulation-to-Code
Jisoo Kim, Taeyoon Kwack, Jinwoo Jang +2
Large Language Models (LLMs) are increasingly adopted for compliance and legal reasoning tasks, yet their outputs often lack explicit grounding in legal logic and evidence. We pres…
Visual Compliance via Executable Safety Rule Entailment
Jisoo Kim, TaeYoon Kwack, Jinwoo Jang +1
Recent advances in LLMs and VLMs have enabled safety systems to reason beyond simple risk patterns toward more contextual and semantic safety concerns. However, as risk patterns co…
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
Daehee Lee, Dongsu Lee, TaeYoon Kwack +2
Skill Incremental Learning (SIL) is the process by which an embodied agent expands and refines its skill set over time by leveraging experience gained through interaction with its…
Theme-Explanation Structure for Table Summarization using Large Language Models: A Case Study on Korean Tabular Data
TaeYoon Kwack, Jisoo Kim, Ki Yong Jung +2
Tables are a primary medium for conveying critical information in administrative domains, yet their complexity hinders utilization by Large Language Models (LLMs). This paper intro…