← Search

Dren Fazlija

3 accepted papers

2025

ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness

ACL 2025finding

Large language models (LLMs) are increasingly becoming valuable to corporate data management due to their ability to process text from various document formats and facilitate user interactions through natural language queries. However, LLMs must consider the sensitivity of information when communica…

2025

MoVoC: Morphology-Aware Subword Construction for Ge’ez Script Languages

EMNLP 2025

Subword-based tokenization methods often fail to preserve morphological boundaries, a limitation especially pronounced in low-resource, morphologically complex languages such as those written in the Ge‘ez script. To address this, we present MoVoC (Morpheme-aware Subword Vocabulary Construction) and

2024

TIGQA: An Expert-Annotated Question-Answering Dataset in Tigrinya

COLING 2024main

The absence of explicitly tailored, accessible annotated datasets for educational purposes presents a notable obstacle for NLP tasks in languages with limited resources. This study initially explores the feasibility of using machine translation (MT) to convert an existing dataset into a Tigrinya dat…