Full Publication List

Publications

A complete list of my publications, preprints, and research outputs.

2026

Where's the Chicken? Unpacking Spatial Awareness in Vision-Language Models

Jiyoon Pyo, Yao-Yi Chiang

The Blogpost Track at ICLR 2026

Webpage

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

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

Accepted to ICLR 2026

Paper Webpage GitHub

2025

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

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

International Semantic Web Conference

Paper

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

Jiyoon Pyo, Yuankun Jiao, Yao-Yi Chiang, Michael Corey

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

Paper GitHub

2024

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

Jiyoon Pyo, Yao-Yi Chiang

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

Paper GitHub

2023

Detection and replacement of neologisms for translation

Jiyoon Pyo

The Cooper Union for the Advancement of Science and Art

Paper