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cs.CL2025
From Raw Corpora to Domain Benchmarks: Automated Evaluation of LLM Domain Expertise
Nitin Sharma, Thomas Wolfers, Çağatay Yıldız
Accurate domain-specific benchmarking of LLMs is essential, specifically in domains with direct implications for humans, such as law, healthcare, and education. However, existing b…
cs.CL2024★ 3 cited
Investigating Continual Pretraining in Large Language Models: Insights and Implications
Çağatay Yıldız, Nishaanth Kanna Ravichandran, Nitin Sharma +2
Continual learning (CL) in large language models (LLMs) is an evolving domain that focuses on developing efficient and sustainable training strategies to adapt models to emerging k…