5 papers
RoPoLL: Robust Panel of LLM Judges
Anish Acharya, Kris W Pan, Brian Verkhovsky
The LLM Jury, a Panel of LLM Evaluators (PoLL) reporting consensus scores, has become a practical alternative to single-judge LLM evaluation, yet its statistical behavior remains p…
FlowPlan-G2P: A Structured Generation Framework for Transforming Scientific Papers into Patent Descriptions
Kris W Pan, Yongmin Yoo
Generating patent descriptions from scientific papers is challenging due to fundamental rhetorical and structural disparities between the two genres. Existing approaches treat this…
Topological Void Analysis A Mathematical Framework for Systematic Technical Innovation Discovery in Knowledge Spaces
Kris Pan
Identifying where to innovate in a dense technical domain - such as operating systems or hardware/software co-design - is fundamentally a search problem in a high-dimensional knowl…
Pat-DEVAL: Chain-of-Legal-Thought Evaluation for Patent Description
Yongmin Yoo, Kris W Pan
Patent descriptions must deliver comprehensive technical disclosure while meeting strict legal standards such as enablement and written description requirements. Although large lan…
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
Xin Su, Man Luo, Kris W Pan +3
Multimodal retrieval augmented generation (RAG) plays a crucial role in domains such as knowledge-based visual question answering (KB-VQA), where external knowledge is needed to an…