Curriculum Vitae and Publications Mary Ann Tan

Education

• 2020 - present: PhD student/Junior Researcher, FIZ Karlsruhe – Leibniz Institute for Information Infrastructure and Karlsruhe Institute of Technology (KIT), Institute of Applied Informatics and Formal Description Methods (AIFB)
• 2018 - 2020: Master of Science in Computational Linguistics minor in Computer Science, Ludwig-Maximilians University, Munich, Germany.
• 2002 - 2004: Master of Science in Computer Science, De La Salle University, Manila, Philippines. Completed all course requirements with specialization in Natural Language Processing, and approved thesis proposal.
• 1997 - 2001: Bachelor of Science in Computer Science major in Computer Engineering, De La Salle University, Manila, Philippines

Master's Thesis

• Mary Ann Tan, Masterarbeit: Cross-Lingual Word Embeddings for Extremely Low-Resource Languages: Improving Word Embeddings for Hiligaynon, 2020. Supervisor: Prof. Dr. Alexander Fraser, Dario Stojanovski

• Natural Language Processing
• Machine Learning
• Deep Learning
• Knowledge Graphs

Citations

Mary Ann Tan @ Google Scholar
Mary Ann Tan @ DBLP
Mary Ann Tan @Scopus

2025

• Jiang, S., Tan, M. A., Sack, H., MathD2: Towards Disambiguation of Mathematical Terms, in Proc. of the Fifth Workshop on Scholarly Document Processing (SDP 2025), pp. 17–30, Vienna, Austria. Association for Computational Linguistics. [local copy(pdf)|bibtex]
• Jiang, S., Tan, M.A.,  & Sack, H. (2025). Towards Disambiguation of Mathematical Terms based on Semantic Representations. In SCOLIA 2025 - First International Workshop on Scholarly Information Access @ECIR 2025. Lucca, Italy. ⟨hal-05028993⟩ [local copy(pdf)|bibtex]
• Raia Abu Ahmad, Reham Alharbi, Roberto Barile, Martin Böckling, Francisco Bolanos, Sara Bonfitto, Oleksandra Bruns, Irene Celino, Yashrajsinh Chudasama, Martin Critelli, Claudia d'Amato, Giada D'Ippolito, Ioannis Dasoulas, Stefano De Giorgis, Vincenzo De Leo, Chiara Di Bonaventura, Marco Di Panfilo, Daniil Dobriy, John Domingue, Xuemin Duan, Michel Dumontier, Sefika Efeoglu, Ruben Eschauzier, Fakih Ginwa, Nicolas Ferranti, Arianna Graciotti, Philipp Hanisch, George Hannah, Golsa Heidari, Aidan Hogan, Hassan Hussein, Alexane Jouglar, Jan-Christoph Kalo, Manoé Kieffer, Antonis Klironomos, Inês Koch, Weronika Lajewska, Nicolas Lazzari, Mikael Lindekrans, Anna Sofia Lippolis, Majlinda Llugiqi, Eleonora Mancini, Eleonora Marzi, Laura Menotti, Daniela Milon Flores, Soulakshmee Nagowah, Kerstin Neubert, Emetis Niazmand, Ebrahim Norouzi, Beatriz Olarte Martinez, Anouk Michelle Oudshoorn, Andrea Poltronieri, Valentina Presutti, Disha Purohit, Ensiyeh Raoufi, Celian Ringwald, Johanna Rockstroh, Sebastian Rudolph, Harald Sack, Zafar Saeed, Mohammad Javad Saeedizade, Aya Sahbi, Cristian Santini, Aleksandra Simic, Dennis Sommer, Rita Sousa, Mary Ann Tan, Vidyashree Tarikere, Tabea Tietz, Liam Tirpitz, Arnaldo Tomasino, Frank van Harmelen, Joao Vissoci, Caitlin Woods, Bohui Zhang, Xinyue Zhang, Heng Zheng, Semantic Web and Creative AI - A Technical Report from ISWS 2023, arXiv preprint arXiv:2501.18542, 2025. [local copy(pdf)|bibtex]

2024

• Tan, Mary Ann
  Knowledge Graph Construction and Refinement for Cultural Heritage Digital Libraries
  ISWC 2024 Doctoral Consortium, co-located with the 23rd International Semantic Web Conference, Baltimore, MD, USA, November 11, 2024
  CEUR workshop proceedings, 2024; Vol. 3884, 8 p.
  https://ceur-ws.org/Vol-3884/paper7.pdf [local copy(PDF),bibTeX]
• M. Vafaie, M. Tan, H. Sack, Digitalisation Workflows in the Age of Transformer Models: A Case Study in Digital Cultural Heritage, Proc. of 1st International Workshop of Semantic Digital Humanities (SemDH 2024), CEUR-WS.org, online ceur-ws.org/Vol-3724/short5.pdf [local copy(PDF),bibTeX]
• M. A. Tan, S. Jiang, H. Sack, How to Turn Card Catalogs into LLM Fodder, Proc. of the Workshop on Deep Learning and Linked Data (DLnLD)@ LREC-COLING 2024, 2024, pp. 53-65 [local copy(PDF),bibTeX]

2023

• C. Santini, E. Posthumus, T. Tietz, M. A. Tan, O. Bruns, H. Sack: Multimodal Search on Iconclass using Vision-Language Pre-Trained Models. In Proc. of JCDL 2023, pp. 285-287, online at https://doi.org/10.1109/JCDL57899.2023.00061. [local copy (PDF)|BibTex].

2022

• C. Santini, M. A. Tan, T. Tietz, O. Bruns, E. Posthumus, H. Sack: Knowledge Extraction for Art History: the Case of Vasari’s The Lives of The Artists (1568). In Proc. of the 3rd Conference on Digital Curation Technologies (QURATOR 2022) [local copy (PDF) | (BibTeX)].
• M. A. Tan, E. Posthumus, H. Sack: Audio Ontologies for Intangible Cultural Heritage. In Proceedings of the 19th Extended Semantic Web Conference - Posters and Demos (ESWC2022). [local copy (PDF) | (BIBTex)]

2021

• M. A. Tan, T. Tietz, O. Bruns, J. Oppenlaender, D. Dessì, H. Sack: DDB-EDM to FaBiO: The Case of the German Digital Library. In: Proceedings of the 20th International Semantic Web Conference - Posters and Demos (ISWC2021), CEUR workshop proceedings, vol. 2980, CEUR-WS.org. [local copy (PDF), citation (bibtex)].
• M. A. Tan, T. Tietz, O. Bruns, J. Oppenlaender, D. Dessì, H. Sack: DDB-KG: The German Bibliographic Heritage in a Knowledge Graph. In Proceedings of the 6th International Workshop on Computational History (HistoInformatics2021), co-located at JCDL2021, Virtual Event, October 26-28, 2021. CEUR workshop proceedings, vol. 2981, CEUR-WS.org, online at http://ceur-ws.org/Vol-2981/paper2.pdf.  [local copy (PDF)].

• August 2020 - December 2020: Data Scientist (Financial Analytics), Working Student, IconicFinance GmbH, Munich, Germany
• April 2011 - March 2017: Founder and Co-Owner, Auberon Solutions, Inc., Manila, Philippines
• December 2012 - March 2014: OpenERP Consultant, Eastvantage, Manila, Philippines
• December 2009 - March 2010: Lead Systems Software Engineer, Lawson Software, Manila, Philippines
• May 2009 - October 2009: Technical Manager, Catapult Communications, Inc./Ixia, Manila, Philippines
• July 2007 - April 2009: Senior Applications Developer, Catapult Communications, Inc., Manila, Philippines
• March 2004 - June 2007: Software Developer, Smart Communications, Inc., Manila, Philippines
• June 2001 - November 2001: Junior Systems Analyst, Azeus System, Manila, Philippines

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