references.bib

@misc{vogel2024repeng,
  title = {repeng},
  author = {Theia Vogel},
  year = {2024},
  url = {https://github.com/vgel/repeng/}
}

@article{zou2023representation,
  title={Representation engineering: A top-down approach to ai transparency},
  author={Zou, Andy and Phan, Long and Chen, Sarah and Campbell, James and Guo, Phillip and Ren, Richard and Pan, Alexander and Yin, Xuwang and Mazeika, Mantas and Dombrowski, Ann-Kathrin and others},
  journal={arXiv preprint arXiv:2310.01405},
  year={2023}
}

@article{jiang2023mistral,
  title={Mistral 7B},
  author={Jiang, Albert Q and Sablayrolles, Alexandre and Mensch, Arthur and Bamford, Chris and Chaplot, Devendra Singh and Casas, Diego de las and Bressand, Florian and Lengyel, Gianna and Lample, Guillaume and Saulnier, Lucile and others},
  journal={arXiv preprint arXiv:2310.06825},
  year={2023}
}

@article{bricken2023towards,
  title={Towards monosemanticity: Decomposing language models with dictionary learning},
  author={Bricken, Trenton and Templeton, Adly and Batson, Joshua and Chen, Brian and Jermyn, Adam and Conerly, Tom and Turner, Nick and Anil, Cem and Denison, Carson and Askell, Amanda and others},
  journal={Transformer Circuits Thread},
  pages={2},
  year={2023}
}

@article{turner2023activation,
  title={Activation addition: Steering language models without optimization},
  author={Turner, Alex and Thiergart, Lisa and Udell, David and Leech, Gavin and Mini, Ulisse and MacDiarmid, Monte},
  journal={arXiv preprint arXiv:2308.10248},
  year={2023}
}

@article{chen2018network,
    title = {A Tutorial on Network Embeddings},
    author = {Haochen Chen, Bryan Perozzi, 
              Rami Al-Rfou, Steven Skiena},
    journal = {arXiv preprint arXiv:1808.02590},
    year = {2018}
}

@misc{mcmullen2024technique,
    title = {Choosing the right technique: Prompt engineering vs fine-tuning},
    author = {Matthew McMullen},
    year = {2024},
    url = {https://www.datasciencecentral.com/choosing-the-right-technique-prompt-engineering-vs-fine-tuning/}
}