| MathBERT: A Pre-trained Language Model for General NLP Tasks in Mathematics Education JT Shen, M Yamashita, E Prihar, N Heffernan, X Wu, B Graff, D Lee NeurIPS 2021 Workshop [Best Paper] (NeurIPS MATHAI4ED Workshop), 2021 | 79 | 2021 |
| MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark D Macko, R Moro, A Uchendu, JS Lucas, M Yamashita, M Pikuliak, I Srba, ... EMNLP 2023 (Proceedings of the 2023 Conference on Empirical Methods in …, 2023 | 57 | 2023 |
| Fighting Fire with Fire: The Dual Role of LLMs in Crafting and Detecting Elusive Disinformation J Lucas, A Uchendu, M Yamashita, J Lee, S Rohatgi, D Lee EMNLP 2023 (Proceedings of the 2023 Conference on Empirical Methods in …, 2023 | 40 | 2023 |
| Classifying Math Knowledge Components via Task-Adaptive Pre-Trained BERT JT Shen, M Yamashita, E Prihar, N Heffernan, X Wu, S McGrew, D Lee AIED 2021 (International Conference on Artificial Intelligence in Education …, 2021 | 30 | 2021 |
| Authorship obfuscation in multilingual machine-generated text detection D Macko, R Moro, A Uchendu, I Srba, JS Lucas, M Yamashita, NI Tripto, ... EMNLP 2024 (Findings of the Association for Computational Linguistics: EMNLP …, 2024 | 17 | 2024 |
| Fairness in job recommendation under quantity constraints Y Li, M Yamashita, H Chen, D Lee, Y Zhang AAAI 2023 Workshop (AAAI-23 Workshop on AI for Web Advertising), 2023 | 12 | 2023 |
| Looking Further into the Future: Career Pathway Prediction M Yamashita, Y Li, T Tran, Y Zhang, D Lee CIKM 2022 Workshop (In Proceedings of the First International Workshop on …, 2022 | 11 | 2022 |
| JAMES: Normalizing Job Titles with Multi-Aspect Graph Embeddings and Reasoning M Yamashita, JT Shen, T Tran, H Ekhtiari, D Lee DSAA 2023 (2023 IEEE 10th International Conference on Data Science and …, 2023 | 10* | 2023 |
| Fake resume attacks: Data poisoning on online job platforms M Yamashita, T Tran, D Lee WWW 2024 (Proceedings of the ACM Web Conference 2024), 1734-1745, 2024 | 4 | 2024 |
| A User Study on the Feasibility of Topic-aware Misinformation Warning on Social Media J Xie, M Yamashita, Z Cai, A Xiong HFES 2022 (Proceedings of the Human Factors and Ergonomics Society Annual …, 2022 | 3 | 2022 |
| A Comparison of Entity Matching Methods between English and Japanese Katakana M Yamashita, H Awashima, H Oiwa EMNLP 2018 Workshop (Proceedings of the Fifteenth Workshop on Computational …, 2018 | 2 | 2018 |
| CAPER: Enhancing Career Trajectory Prediction using Temporal Knowledge Graph and Ternary Relationship YC Lee, JH Lee, M Yamashita, D Lee, SW Kim KDD 2025 (Proceedings of the ACM SIGKDD Conference on Knowledge Discovery …, 2024 | 1 | 2024 |
| OpenResume: Advancing Career Trajectory Modeling with Anonymized and Synthetic Resume Datasets M Yamashita, T Tran, D Lee BigData 2024 (2024 IEEE International Conference on Big Data), 6697-6706, 2024 | | 2024 |
| Discovery of User Preferences from Big Geospatial Data Using Topic Models M Yamashita, S Katsumata, Y Fukasawa BigData 2018 (2018 IEEE International Conference on Big Data), 4387-4392, 2018 | | 2018 |
| 畳み込みニューラルネットワークを用いた画質変化や部分的な隠れに頑健な顔認証システム 川合健斗， 山下宙元， 松尾豊 人工知能学会全国大会論文集 第 31 回全国大会 (2017), 3M21-3M21, 2017 | | 2017 |
| ウエアラブルセンサからの大量データを用いた室温制御による組織のハピネス向上支援 山下宙元， 佐藤信夫， 矢野和男 電子情報通信学会技術研究報告; 信学技報 115 (486), 31-34, 2016 | | 2016 |
Dongwon LeeProfessor, The Pennsylvania State UniversityVerified email at psu.edu
