Khái niệm cốt lõi
Enhancing language model performance through automated data curation.
Thống kê
"Experiments reveal that CLEAR consistently improves the performance of fine-tuned models."
"Our experiments reveal this careful treatment of confidence to be vital for developing a universal data filtering + correction solution."
Trích dẫn
"No single dataset provides optimal performance across all assessments."
"Success in real-world AI projects typically requires both approaches."