BERT, Computational Semantics and Data Scarcity

Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs

Marktechpost

SEPTEMBER 15, 2024

The pre-train and fine-tune paradigm, exemplified by models like ELMo and BERT, has evolved into prompt-based reasoning used by the GPT family. Techniques such as BERTSCORE and BARTSCORE employ smaller models to compute semantic similarity and evaluate texts from various perspectives.

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BERT LLM Large Language Models Categorization

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Small but Mighty: The Enduring Relevance of Small Language Models in the Age of LLMs

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