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cs.LG2024★ 7 cited
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA
Aman Patel, Arpita Singhal, Austin Wang +3
Recent advances in self-supervised models for natural language, vision, and protein sequences have inspired the development of large genomic DNA language models (DNALMs). These mod…
cs.LG2020★ 4 cited
Unsupervised Calibration under Covariate Shift
Anusri Pampari, Stefano Ermon
A probabilistic model is said to be calibrated if its predicted probabilities match the corresponding empirical frequencies. Calibration is important for uncertainty quantification…