2 papers
cs.SE2026
AEVAL: From Anecdotal to Deterministic Testing for Agentic Skill Workflows
Tejas Singh Anand, Yuet Ying Christina Wang, Wanting Jiang +3
Modern agentic systems increasingly rely on skills: installable packages of natural language and code that teach an LLM agent to perform a domain task. As skill repositories grow,…
cs.CV2026
MAVEN: A Multi-stage Agentic Annotation Pipeline for Video Reasoning Tasks
Han Zhang, Wanting Jiang, Tomasz Kornuta +2
Training Vision Language Models (VLMs) for video event reasoning requires high-quality structured annotations capturing not only what happened, but when, where, why, and with what…