Feb. 9, 2024, 5:47 a.m. | Petter T\"ornberg

cs.CL updates on arXiv.org arxiv.org

Large Language Models (LLMs) have ushered in a new era of text annotation, as their ease-of-use, high accuracy, and relatively low costs have meant that their use has exploded in recent months. However, the rapid growth of the field has meant that LLM-based annotation has become something of an academic Wild West: the lack of established practices and standards has led to concerns about the quality and validity of research. Researchers have warned that the ostensible simplicity of LLMs can …

academic accuracy annotation become best practices costs cs.cl ease-of-use growth language language models large language large language models llm llms low practices something text

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