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Lynnette Hui Xian Ng

3 accepted papers

2025

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia

ACL 2025long

Despite Southeast Asia’s (SEA) extraordinary linguistic and cultural diversity, the region remains significantly underrepresented in vision-language (VL) research, resulting in AI models that inadequately capture SEA cultural nuances. To fill this gap, we present SEA-VL, an open-source initiative de…

2025

Humanizing Machines: Rethinking LLM Anthropomorphism Through a Multi-Level Framework of Design

EMNLP 2025

Large Language Models (LLMs) increasingly exhibit anthropomorphism characteristics – human-like qualities portrayed across their outlook, language, behavior, and reasoning functions. Such characteristics enable more intuitive and engaging human-AI interactions. However, current research on anthropom

Cited by 0SourcePDFScholar
2025

Who Speaks Matters: Analysing the Influence of the Speaker’s Linguistic Identity on Hate Classification

EMNLP 2025

Large Language Models (LLMs) offer a lucrative promise for scalable content moderation, including hate speech detection. However, they are also known to be brittle and biased against marginalised communities and dialects. This requires their applications to high-stakes tasks like hate speech detecti

Cited by 0SourcePDFScholar