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Evaluation of Contextual Understanding in Large Language Models

Arumugam, Subavarshana et al.
arXiv (All) · Papers
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computation-and-language
Large Language Models (LLMs) demonstrate impressive performance across diverse NLP tasks, yet their ability to exhibit genuine contextual understanding remains uncertain. Traditional evaluation metrics such as perplexity, BiLingual Evaluation Understudy (BLEU), or surface-level accuracy fail to reve
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