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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.LG2023
HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
Eric Nguyen, Michael Poli, Marjan Faizi +10
Genomic (DNA) sequences encode an enormous amount of information for gene regulation and protein synthesis. Similar to natural language models, researchers have proposed foundation…