Using Margin Sampling to Optimise Calls to Large Language Models

Code for the paper 'Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection'. Accepted at COLM 2024.

Please refer to the original paper for implementation details.

@misc{ramirez2024optimising,
      title={Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection}, 
      author={Guillem Ramírez and Alexandra Birch and Ivan Titov},
      year={2024},
      eprint={2405.02134},
      archivePrefix={COLM 2024},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2405.02134}, 
}