New research shows how data quality affects machine learning with large language models (LLM) and why improving textual data could boost performance in clinical AI tasks.
Check out the full study:
www.jmir.org/2025/1/e73325
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Assessing the Impact of the Quality of Textual Data on Feature Representation and Machine Learning Models: Quantitative Study Using Large Language Models
Background: Data collected in controlled settings typically results in high-quality datasets. However, in real-world applications, the quality of data collection is often compromised. It is well estab...