/bottleneck-adapters

Cancer Classification using Bottleneck Adapters

Primary LanguagePython

Bottleneck Adapters for Identification of Cancer

This repository hosts the code for the experiments done in the paper Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints.

Reference to preprint

@misc{https://doi.org/10.48550/arxiv.2210.09440,
  doi = {10.48550/ARXIV.2210.09440},
  url = {https://arxiv.org/abs/2210.09440},
  author = {Rohanian, Omid and Jauncey, Hannah and Nouriborji, Mohammadmahdi and Gonçalves, Bronner P. and Kartsonaki, Christiana and Group, ISARIC Clinical Characterisation and Merson, Laura and Clifton, David},
  keywords = {Computation and Language (cs.CL), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences, I.2.7, 68T50},
  title = {Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints},
  publisher = {arXiv},
  year = {2022},
  copyright = {arXiv.org perpetual, non-exclusive license}
}