Author

Geyang Guo

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

VakyArth: Evaluating Pragmatic Competence in LLMs across Indic Languages

Real-world communication often requires pragmatic reasoning: interpreting meanings implied through context and cultural convention rather than stated literally. Existing pragmatic evaluation remains largely limited to English and high-resource languages, leaving Indic languages unexplored despite their linguistic and c...

Usneek Singh, Poorvaja Veera Balaji Kumar, Parth Nanda et al. · 0 citations

#natural language process... Oct 2025

Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages

Camellia is introduced, a benchmark for evaluating entity-centric cultural biases in nine Asian languages, spanning six Asian cultures, and it is found that LLMs can struggle with context understanding in some Asian languages, creating performance gaps between cultures in entity extraction.

Tarek Naous, Anagha Savit, Carlos Rafael Catalan et al. · arXiv.org · 2 citations · ⚡1