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Minh Duc Bui

4 accepted papers

2025

Large Language Models Discriminate Against Speakers of German Dialects

EMNLP 2025

Dialects represent a significant component of human culture and are found across all regions of the world. In Germany, more than 40% of the population speaks a regional dialect (Adler and Hansen, 2022). However, despite cultural importance, individuals speaking dialects often face negative societal

Cited by 0SourcePDFScholar
2025

Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with LLMs

EMNLP 2025

When evaluating large language models (LLMs) with multiple-choice question answering (MCQA), it is common to end the prompt with the string “Answer:” to facilitate automated answer extraction via next-token probabilities. However, there is no consensus on how to tokenize the space following the colo

Cited by 0SourcePDFScholar
2025

Multi3Hate: Multimodal, Multilingual, and Multicultural Hate Speech Detection with Vision–Language Models

NAACL 2025long

Hate speech moderation on global platforms poses unique challenges due to the multimodal and multilingual nature of content, along with the varying cultural perceptions. How well do current vision-language models (VLMs) navigate these nuances? To investigate this, we create the first multimodal and…

2025

On Generalization across Measurement Systems: LLMs Entail More Test-Time Compute for Underrepresented Cultures

ACL 2025long

Measurement systems (e.g., currencies) differ across cultures, but the conversions between them are well defined so that humans can state using any measurement system of their choice. Being available to users from diverse cultural backgrounds, Large Language Models (LLMs) should also be able to prov…

Cited by 0SourcePDFScholar