Presentations
- A presentation at 6th NLTP Content Meeting Session, Utrecht (The NL), February 2024
TITLE: Assessing the Reliability of Annotations in the Context of LLM Predictions and Explanations
SLIDES: [here]
- A presentation at AI-lab Users Meeting, Utrecht University, November 2023
TITLE: A Journey on Explainable Natural Language Processing (NLP) in Social Science Applications
ABSTRACT: Comprehensive overview of explainable NLP methods and their applications in social sciences, focusing on transparency and interpretability in AI systems for social science research.
- A presentation at Human Data Science Content-Oriented Meeting, Utrecht University, October 2023
TITLE: A Journey on Explainable Natural Language Processing (NLP) in Social Science Applications
ABSTRACT: Presentation on the intersection of explainable AI and social science research, demonstrating practical applications of transparent NLP models in understanding human behavior and social phenomena.
- Skills Lab at M&S Research Hay Day 2023, Utrecht University, June 2023
TITLE: Introduction to Transformers BERT and Explainable NLP
CO-PRESENTERS: Dr. Huyen Nguyen and Daniel Anadria
ABSTRACT: Hands-on workshop introducing transformer models, BERT architecture, and explainable NLP techniques for methodology and statistics researchers.
Posters
- A poster at BNAIC/BeNeLearn 2024 Conference, Utrecht (The NL), November 2024
TITLE: Novel Approaches in Financial Fraud Detection: Hybrid Machine Learning and Uncertainty-Based Deep Learning
POSTER: [PDF Link]
NOTE: Presented as Communications Chair of the conference
- A poster at 33rd Meeting of Computational Linguistics in the Netherlands (CLIN33), Antwerp (Belgium), September 2023
TITLE: Towards Explainable Sexism Detection in Social Media: An Ensemble Approach with Human Rationalizations
POSTER: [PDF Link]
ABSTRACT: Presentation of our ensemble approach for sexism detection that incorporates human reasoning patterns to improve model explainability and trustworthiness.
- A poster at IOPS 2023 Winter Conference, Amsterdam (The NL), December 2023
TITLE: Towards Explainable AI-Generated Text Detection Using Ensemble and Combined Model Training
POSTER: [PDF Link]
ABSTRACT: Research on detecting AI-generated text using explainable ensemble methods, contributing to the reliability and transparency of AI content detection systems.
- A poster at 39th IOPS Winter Conference, Amsterdam (The NL), December 2023
TITLE: Towards Explainable AI-Generated Text Detection Using Ensemble and Combined Model Training
POSTER: [here]