3 citations · 5 across the 20 of their papers we have counts for
8 papers · 1 filter
Programming Language Policy as an AI Literacy Equity Problem: A 15-Nation Comparative Analysis
Adrian-Marius Dumitran, Iulia-Maria Popescu
The promise of AI literacy ``for all'' confronts a structural challenge embedded in how nations organise secondary computer science education. In most systems, a general-track subj…
The Paternalistic Filter: Epistemic Injustice and Differential Refusal in LLM-Mediated History Education for Marginalized Romanian Students
Alexis Popovici, Andrei Ionascu, Adrian-Marius Dumitran
As Large Language Models (LLMs) are increasingly deployed as conversational tutors, they risk institutionalizing systemic inequalities. This study presents a systematic API audit o…
Automated Textbook Auditing with Multi-Agent LLM Systems
Ciprian Cristescu, Adrian-Marius Dumitran, Angela-Liliana Dumitran +1
Ensuring the quality of educational materials requires more than standard proofreading: textbooks must be audited for factual accuracy, domain-specific technical correctness, and l…
A Two-Validator Web Interface for Structured Geometry Figure Annotation
Sabin-Codrut Badea, Adrian-Marius Dumitran
Annotating geometric figures from scanned documents has long been addressed by adapting generic annotation tools, tools not originally designed for such tasks, to use cases where t…
Block-Based Pathfinding: A Minecraft System for Visualizing Graph Algorithms
Luca-Stefan Pirvu, Bogdan-Alexandru Maciuca, Andrei-Ciprian Rabu +1
Graph theory is a cornerstone of Computer Science education, yet entry-level students often struggle to map abstract node-edge relationships to practical applications. This paper p…
MuTSE: A Human-in-the-Loop Multi-use Text Simplification Evaluator
Rares-Alexandru Roscan, Gabriel Petre1, Adrian-Marius Dumitran +1
As Large Language Models (LLMs) become increasingly prevalent in text simplification, systematically evaluating their outputs across diverse prompting strategies and architectures…
An Agentic Evaluation Architecture for Historical Bias Detection in Educational Textbooks
Gabriel Stefan, Adrian-Marius Dumitran
History textbooks often contain implicit biases, nationalist framing, and selective omissions that are difficult to audit at scale. We propose an agentic evaluation architecture co…
RoMathExam: A Longitudinal Dataset of Romanian Math Exams (1895-2025) with a Seven-Decade Core (1957-2025)
Luca-Ncolae Cuclea, Sabin-Codrut Badea, Adrian-Marius Dumitran
AI in Education research increasingly relies on authentic, curriculum-grounded assessment data, yet large, well-structured exam corpora remain scarce for many languages and educati…