Katherine M. Collins

Sequence-to-function deep learning frameworks for engineered riboregulators

Jacqueline A. Valeri, Katherine M. Collins, Pradeep Ramesh et al. · Nature Communications · 2020 · 105 citations · Full text

Harms from Increasingly Agentic Algorithmic Systems

Alan Chan, Rebecca Salganik, Alva Markelius et al. · 2023 · 81 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

An RRM–ZnF RNA recognition module targets RBM10 to exonic sequences to promote exon exclusion

Katherine M. Collins, Yaroslav Kainov, Evangelos Christodolou et al. · Nucleic Acids Research · 2017 · 44 citations · Full text

Genetics, Rna Splicing, Molecular Biology +21

Evaluating language models for mathematics through interactions

Katherine M. Collins, Albert Q. Jiang, Simon Frieder et al. · Proceedings of the National Academy of Sciences · 2024 · 38 citations · Full text

Llm Fine-tuning, Engineering, Mathematical Linguistics +20

Rich Human Feedback for Text-to-Image Generation

Youwei Liang, Junfeng He, Gang Li et al. · 2024 · 36 citations