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portfolio
publications
Mining Detailed Course Transaction Records for Semantic Information
Published in Proceedings of the 16th International Conference on Educational Data Mining, 2023
Similarity-based course recommendations from detailed enrollment data
Recommended citation: Y. Xu and Z. A. Pardos. Mining detailed course transaction records for semantic information.Proceedings of the 16th International Conference on Educational Data Mining, pages 388–395, Bengaluru, India, July 2023. International Educational Data Mining Society. https://educationaldatamining.org/EDM2023/proceedings/2023.EDM-short-papers.39/2023.EDM-short-papers.39.pdf
Extracting Course Similarity Signal using Subword Embeddings
Published in The 14th Learning Analytics and Knowledge Conference (LAK ’24), 2024
Recommended citation: **Yinuo Xu** and Zachary A. Pardos. 2024. Extracting Course Similarity Signal using Subword Embeddings. In The 14th Learning Analytics and Knowledge Conference (LAK ’24), March 18–22, 2024, Kyoto, Japan. ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3636555.3636903 https://doi.org/10.1145/3636555.3636903
Are You an Early Dropper or Late Shopper? Mining Enrollment Transaction Data to Study Procrastination in Higher Education
Published in Proceedings of the 17th International Conference on Educational Data Mining, 2024
Recommended citation: C. Borchers, **Y. Xu**, and Z. A. Pardos. Are you an early dropper or late shopper? mining enrollment transaction data to study procrastination in higher education. In B. Paaßen and C. D. Epp, editors, Proceedings of the 17th International Conference on Educational Data Mining, pages 426–433, Atlanta, Georgia, USA, July 2024. International Educational Data Mining Society. https://educationaldatamining.org/edm2024/proceedings/2024.EDM-short-papers.41/2024.EDM-short-papers.41.pdf
Toward Computational Literature Reviews: Analyzing Academic Theories through Supervised and Unsupervised Text-Analysis Methods
Published in SocArXiv, 2024
Recommended citation: Haber, J. R., Haveman, H. A., & **Xu, Y.** (2024, September 12). Toward Computational Literature Reviews: Analyzing Academic Theories through Supervised and Unsupervised Text-Analysis Methods. https://doi.org/10.31235/osf.io/e35vn https://osf.io/preprints/socarxiv/e35vn
Causally Modeling the Linguistic and Social Factors that Predict Email Response
Published in Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
Recommended citation: Yinuo Xu*, Hong Chen*, Sushrita Rakshit*, Aparna Ananthasubramaniam*, Omkar Yadav*, Mingqian Zheng*, Michael Jiang*, Lechen Zhang*, Bowen Yi*, Kenan Alkiek*, Abraham Israeli*, Bangzhao Shu*, Hua Shen*, Jiaxin Pei*, Haotian Zhang*, Miriam Schirmer*, and David Jurgens. 2025. Causally Modeling the Linguistic and Social Factors that Predict Email Response. In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), pages 11842–11866, Albuquerque, New Mexico. Association for Computational Linguistics. *Equal contribution. https://aclanthology.org/2025.naacl-long.594/
Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives
Published in arxiv, 2025
Recommended citation: **Xu, Y.**, Derricks, V., Earl, A., & Jurgens, D. (2025). Modeling annotator disagreement with demographic-aware experts and synthetic perspectives. arXiv. https://arxiv.org/abs/2508.02853 https://arxiv.org/abs/2508.02853
talks
teaching
Course Facilitator (Technology and Social Impact)
Undergraduate/Graduate course, UC Berkeley College of Computing, Data Science, and Society, 2021
Jan 2021 – May 2023
Data Science (DATA 100) Undergrad Student Instructor
Undergraduate/Graduate course, UC Berkeley College of Computing, Data Science, and Society, 2022
May 2022 – Dec 2022
Natural Language Processing (INFO 159) TA
Undergraduate/Graduate course, UC Berkeley, School of Information, 2023
Jan 2023 – May 2023