Publications

Exploiting LLMs and Semantic Technologies to Build a Knowledge Graph of Historical Mining Data

Authors: Knoblock, Craig A and Vu, Binh and Shbita, Basel and Chiang, Yao-Yi and Krishna, Pothula Punith and Lin, Xiao and Muric, Goran and Pyo, Jiyoon and Trejo-Sheu, Adriana and Ye, Meng

International Semantic Web Conference • 2025

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FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models

Authors: Jiyoon Pyo and Yuankun Jiao and Dongwon Jung and Zekun Li and Leeje Jang and Sofia Kirsanova and Jina Kim and Yijun Lin and Qin Liu and Junyi Xie and Hadi Askari and Nan Xu and Muhao Chen and Yao-Yi Chiang

arXiv preprint arXiv:2512.08016 • 2025

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Augmenting Human-Centered Racial Covenant Detection and Georeferencing with Plug-and-Play NLP Pipelines

Authors: Jiyoon Pyo and Yuankun Jiao and Yao-Yi Chiang and Michael Corey

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Human-Centered Geospatial Computing • 2025

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Leveraging Large Language Models for Generating Labeled Mineral Site Record Linkage Data

Authors: Jiyoon Pyo and Yao-Yi Chiang

Proceedings of the 7th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery • 2024

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Detection and replacement of neologisms for translation

Authors: Jiyoon Pyo

The Cooper Union for the Advancement of Science and Art • 2023

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