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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Is LLM Bias Language Specific?
Published:
This blogpost looks into cross-lingual debiasing of large language models. URL
Artificial Intelligence in Audio Recognition and Generation
Published:
This blogpost introduces audio data and recent advances in the field of audio generation and processing. URL
Sentiment Analysis for Business Applications
Published:
This blogpost explains different methods for sentiment analysis. URL
portfolio
publications
💡 Benchmarking conventional outlier detection methods
Published in International Conference on Research Challenges in Information Science, 2022
This paper benchmarks several outlier detection methods.
Recommended citation: Tiukhova, E., Reusens, M., Baesens, B., & Snoeck, M. (2022, May). Benchmarking conventional outlier detection methods. In International Conference on Research Challenges in Information Science (pp. 597-613). Cham: Springer International Publishing.
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💡 Topic modelling applied on innovation studies of Flemish companies
Published in Journal of Business Analytics, 2023
This paper uses topic modelling to analyze innovation within Flemish companies based on their websites.
Recommended citation: Crijns, A., Vanhullebusch, V., Reusens, M., Reusens, M., & Baesens, B. (2023). Topic modelling applied on innovation studies of Flemish companies. Journal of Business Analytics, 6(4), 243-254.
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🌍 Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques
Published in EMNLP, 2023
This paper investigates the transferability of debiasing techniques across different languages within multilingual models.
Recommended citation: Reusens, M., Borchert, P., Mieskes, M., De Weerdt, J., & Baesens, B. (2023, December). Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (pp. 2887-2896).
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✅ SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
Published in EMNLP, 2023
This paper introduces a new exemplar selection method named SEER for in-context hybridQA.
Recommended citation: Tonglet, J., Reusens, M., Borchert, P., & Baesens, B. (2023, December). SEER: A Knapsack approach to Exemplar Selection for In-Context HybridQA. In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (pp. 13569-13583).
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🐥 Predicting the demographics of Twitter users with programmatic weak supervision
Published in TOP, 2024
This paper introduces a three-step weak supervision approach for predicting demographics of Twitter users.
Recommended citation: Tonglet, J., Jehoul, A., Reusens, M., Reusens, M., & Baesens, B. (2024). Predicting the demographics of Twitter users with programmatic weak supervision. Top, 1-37.
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⚖️ Evaluating text classification: A benchmark study
Published in Expert Systems with Applications, 2024
This paper includes a benchmark study comparing different techniques for text classification.
Recommended citation: Reusens, M., Stevens, A., Tonglet, J., De Smedt, J., Verbeke, W., Vanden Broucke, S., & Baesens, B. (2024). Evaluating text classification: A benchmark study. Expert Systems with Applications, 124302.
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talks
Benchmarking methods on different text classification tasks.
Published:
I presented our paper ‘Evaluating text classification: A benchmark study’. Abstract
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques
Published:
This was an (oral) presentation of the paper ‘Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques’
Onderzoekssamenwerking tussen VSA en KU Leuven
Published:
I presented the results of the research collaboration between the VSA and the KU Leuven. This was a combination of work done by several thesis groups over the last years. The talk was held in Dutch. URL slides
GenAI: Introduction and Academic Perspective
Published:
I held a talk on the academic perspective of GenAI at the alumni day for postgraduate studies in Big Data and Analytics at the KU Leuven. More specifically, on the transferability of debiasing in a multilingual language model. URL
teaching
TA Principles of Database Management
Undergraduate course, KU Leuven, Faculty of Business and Economics, 2021
I have been the TA of Principles for Database Management (6ECTS) at the KU Leuven from 2021-2025 (expected). I am responsible for the assignment, which is currently orally defended. The course includes more than 200 students.
Guest Lecture Data Science For Business
Graduate Course, KU Leuven, Department of Business and Economics, 2023
I have given a guest lecture on applications of Natural Language Processing in the course Data Science for Business (6 ECTs) to Graduate students.
Guest Lecture Business Analytics
Graduate Course (Advanced Master and Postgraduate), KU Leuven, Department of Business and Economics, 2024
I have given a guest lecture on applications of Natural Language Processing in the course Business Analytics (6 ECTs).