← Search

Fatema Ahmad

5 accepted papers

2025

AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs

COLING 2025main

Arabic, with its rich diversity of dialects, remains significantly underrepresented in Large Language Models, particularly in dialectal variations. We address this gap by introducing seven synthetic datasets in dialects alongside Modern Standard Arabic (MSA), created using Machine Translation (MT) c…

Cited by 7SourcePDFScholar
2025

NativQA: Multilingual Culturally-Aligned Natural Query for LLMs

ACL 2025finding

Natural Question Answering (QA) datasets play a crucial role in evaluating the capabilities of large language models (LLMs), ensuring their effectiveness in real-world applications. Despite the numerous QA datasets that have been developed and some work done in parallel, there is a notable lack of a…

Cited by 0SourcePDFScholar
2024

ArMeme: Propagandistic Content in Arabic Memes

EMNLP 2024main

With the rise of digital communication memes have become a significant medium for cultural and political expression that is often used to mislead audience. Identification of such misleading and persuasive multimodal content become more important among various stakeholders, including social media pla…

2024

Can GPT-4 Identify Propaganda? Annotation and Detection of Propaganda Spans in News Articles

COLING 2024main

The use of propaganda has spiked on mainstream and social media, aiming to manipulate or mislead users. While efforts to automatically detect propaganda techniques in textual, visual, or multimodal content have increased, most of them primarily focus on English content. The majority of the recent in…

Cited by 27SourcePDFScholar