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Sara Bourbour Hosseinbeigi

3 accepted papers

2025

Advancing Persian LLM Evaluation

NAACL 2025findings

Evaluation of large language models (LLMs) in low-resource languages like Persian has received less attention than in high-resource languages like English. Existing evaluation approaches for Persian LLMs generally lack comprehensive frameworks, limiting their ability to assess models’ performance ov…

2025

Matina: A Culturally-Aligned Persian Language Model Using Multiple LoRA Experts

ACL 2025finding

Large language models (LLMs) are powerful tools for a variety of applications, but to interact effectively with users, they must align with the cultural values and linguistic nuances of their audience. However, existing LLMs often fall short in adequately modeling underrepresented languages and cult…

Cited by 0SourcePDFScholar
2025

Matina: A Large-Scale 73B Token Persian Text Corpus

NAACL 2025long

Text corpora are essential for training models used in tasks like summarization, translation, and large language models (LLMs). While various efforts have been made to collect monolingual and multilingual datasets in many languages, Persian has often been underrepresented due to limited resources fo…