What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions

2024 article choe2024influencellm ⚠ Needs review - 1 field differ

Fields with differences: venue. Compare local vs external BibTeX below.

Authors

Sang Keun Choe, Hwijeen Ahn, Juhan Bae, Kewen Zhao, Minsoo Kang, Youngseog Chung, Adithya Pratapa, Willie Neiswanger, Emma Strubell, Teruko Mitamura

Venue

arXiv preprint arXiv:2405.13954

Citations

Cited in projects (1)

Data Leverage Blogs

BibTeX

Local Entry

@article{choe2024influencellm,
  title = {What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions},
  author = {Sang Keun Choe and Hwijeen Ahn and Juhan Bae and Kewen Zhao and Minsoo Kang and Youngseog Chung and Adithya Pratapa and Willie Neiswanger and Emma Strubell and Teruko Mitamura},
  year = {2024},
  journal = {arXiv preprint arXiv:2405.13954},
  url = {https://arxiv.org/abs/2405.13954}
}

From AUTO:S2

@article{choe2024influencellm,
  title = {What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions},
  author = {Sang Keun Choe and Hwijeen Ahn and Juhan Bae and Kewen Zhao and Minsoo Kang and Youngseog Chung and Adithya Pratapa and Willie Neiswanger and Emma Strubell and Teruko Mitamura and Jeff G. Schneider and Eduard H. Hovy and Roger B. Grosse and Eric P. Xing},
  year = {2024},
  journal = {arXiv.org},
  doi = {10.48550/arXiv.2405.13954}
}