Katherine M. Collins
University of North Carolina at Chapel Hill(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Topic Modeling, RNA and protein synthesis mechanisms, Ethics and Social Impacts of AI, Natural Language Processing Techniques
Most-Cited Works
- → Next-Generation Machine Learning for Biological Networks(2018)947 cited
- → Sequence-to-function deep learning frameworks for engineered riboregulators(2020)109 cited
- → Harms from Increasingly Agentic Algorithmic Systems(2023)87 cited
- → An RRM–ZnF RNA recognition module targets RBM10 to exonic sequences to promote exon exclusion(2017)44 cited
- → Evaluating language models for mathematics through interactions(2024)40 cited
- → Building machines that learn and think with people(2024)39 cited
- → Rich Human Feedback for Text-to-Image Generation(2024)38 cited
- → Getting aligned on representational alignment(2023)34 cited
- → BioAutoMATED: An end-to-end automated machine learning tool for explanation and design of biological sequences(2023)31 cited
- → Eliciting and Learning with Soft Labels from Every Annotator(2022)22 cited