Discovery of User Preferences from Big Geospatial Data Using Topic Models. - Michiharu Yamashita; Shota Katsumata; Yusuke Fukasawa (IEEE BigData, 2018)

Classifying Math Knowledge Components via Task-Adaptive Pre-Trained BERT. - Jia Tracy Shen; Michiharu Yamashita; Ethan Prihar; Neil T. Heffernan; Xintao Wu; Sean McGrew; Dongwon Lee 001 (AIED (1), 2021)

Classifying Math KCs via Task-Adaptive Pre-Trained BERT. - Jia Tracy Shen; Michiharu Yamashita; Ethan Prihar; Neil T. Heffernan; Xintao Wu; Sean McGrew; Dongwon Lee 001 (CoRR, 2021)

MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education. - Jia Tracy Shen; Michiharu Yamashita; Ethan Prihar; Neil T. Heffernan; Xintao Wu; Dongwon Lee 001 (CoRR, 2021)

JAMES: Job Title Mapping with Multi-Aspect Embeddings and Reasoning. - Michiharu Yamashita; Jia Tracy Shen; Hamoon Ekhtiari; Thanh Tran 005; Dongwon Lee 001 (CoRR, 2022)

JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning. - Michiharu Yamashita; Jia Tracy Shen; Thanh Tran 005; Hamoon Ekhtiari; Dongwon Lee 001 (DSAA, 2023)

Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation. - Jason Samuel Lucas; Adaku Uchendu; Michiharu Yamashita; Jooyoung Lee; Shaurya Rohatgi; Dongwon Lee 001 (EMNLP, 2023)

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark. - Dominik Macko; Róbert Móro; Adaku Uchendu; Jason Samuel Lucas; Michiharu Yamashita; Matús Pikuliak; Ivan Srba; Thai Le; Dongwon Lee 001; Jakub Simko; Mária Bieliková (EMNLP, 2023)

MULTITuDE. - Dominik Macko; Róbert Móro; Adaku Uchendu; Jason Samuel Lucas; Michiharu Yamashita; Matús Pikuliak; Ivan Srba; Thai Le; Dongwon Lee 001; Jakub Simko; Mária Bieliková (Zenodo, 2023)

OpenResume: Advancing Career Trajectory Modeling with Anonymized and Synthetic Resume Datasets. - Michiharu Yamashita; Thanh Tran 005; Dongwon Lee 001 (IEEE Big Data, 2024)

Authorship Obfuscation in Multilingual Machine-Generated Text Detection. - Dominik Macko; Róbert Móro; Adaku Uchendu; Ivan Srba; Jason Samuel Lucas; Michiharu Yamashita; Nafis Irtiza Tripto; Dongwon Lee 001; Jakub Simko; Mária Bieliková (EMNLP (Findings), 2024)

Fake Resume Attacks: Data Poisoning on Online Job Platforms. - Michiharu Yamashita; Thanh Tran 005; Dongwon Lee 001 (WWW, 2024)

MULTITuDEv2. - Dominik Macko; Róbert Móro; Adaku Uchendu; Ivan Srba; Jason Samuel Lucas; Michiharu Yamashita; Nafis Irtiza Tripto; Dongwon Lee 001; Jakub Simko; Mária Bieliková (Zenodo, 2024)

CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship. - Yeon-Chang Lee; JaeHyun Lee; Michiharu Yamashita; Dongwon Lee 001; Sang-Wook Kim (KDD (1), 2025)