Research output per year
Research output per year
Personal profile
About
Dr. De Leon's research interests include software engineering, data governance, database management, text mining, sentiment analysis, IT education, software quality assurance, and education quality assurance.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Disciplines
- Computer Sciences
- Databases and Information Systems
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Dive into the research topics where Marlene M De Leon is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Developing BERT-based ensemble for Filipino text classification
Ong, L. E. C. & De Leon, M. M., Apr 13 2025, NLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval. Association for Computing Machinery, Inc, p. 41-47 7 p. (NLPIR 2024 - 2024 8th International Conference on Natural Language Processing and Information Retrieval).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Sentiment Analysis of Code-Switched Filipino-English Product and Service Reviews Using Transformers-Based Large Language Models
Cosme, C. J. & De Leon, M. M., 2024, Proceedings of World Conference on Information Systems for Business Management - ISBM 2023. Iglesias, A., Shin, J., Patel, B. & Joshi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 123-135 13 p. (Lecture Notes in Networks and Systems; vol. 834).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Zero-shot Cross-lingual POS Tagging for Filipino
Layacan, J. P., Flores, I. E. W., Tan, K. B. M., Estuar, M. R. E., Montalan, J. R. E. & De Leon, M. M., 2024, FieldMatters 2024 - 3rd Workshop on NLP Applications to Field Linguistics - Proceedings of the Workshop. Serikov, O., Voloshina, E., Voloshina, E., Postnikova, A., Muradoglu, S., Le Ferrand, E., Klyachko, E., Vylomova, E., Shavrina, T. & Tyers, F. (eds.). Association for Computational Linguistics (ACL), p. 69-77 9 p. (FieldMatters 2024 - 3rd Workshop on NLP Applications to Field Linguistics - Proceedings of the Workshop).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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CREDERE: A Modular Blockchain Implementation for the Issuance, Sharing, and Verification of Digital Credentials
Pulmano, C. E., Estuar, M. R. J. E., De Leon, M. M., Tamayo, L. P. V., Magpantay, A. T., Tan, H. C. L. & Co, N. A. S., Jan 31 2023, Proceedings of the 2023 6th International Conference on Software Engineering and Information Management, ICSIM 2023. Association for Computing Machinery, p. 228-233 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Situating Scientific Literacy within the Context of a Pandemic
Adarlo, G. M., De Leon, M. M. & Favis, A. M. T., 2023, Proceedings of International Conference on Research in Education and Science. Koc, M., Ozturk, O. T. & Ciddi, M. L. (eds.). 1 ed. The International Society for Technology Education and Science, p. 601-613 13 p. (Proceedings of International Conference on Research in Education and Science; vol. 9, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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Study Findings on Systemics Cybernetics and Informatics Detailed by a Researcher at Ateneo de Manila University (Exploring Students' Attitudes Toward Science and Course Engagement as Predictors of Science Literacy)
Adarlo, G. M., Favis, A. M. T. & De Leon, M. M.
11/16/22
1 item of Media coverage
Press/Media: Research
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Valenzuela City eyed for VCO trials for mild COVID cases.(National)
8/22/20
1 item of Media coverage
Press/Media: Research