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Mehrnoush Shamsfard

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

Multi-Layered Evaluation Using a Fusion of Metrics and LLMs as Judges in Open-Domain Question Answering

COLING 2025main

Automatic evaluation of machine-generated texts, such as answers in open-domain question answering (Open-Domain QA), presents a complex challenge involving cost efficiency, hardware constraints, and high accuracy. Although various metrics exist for comparing machine-generated answers with reference…

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