Fine-tune Language Models

Are LMs/LLMs good for annotation?.

This project is to show the implementation details of our paper (Chen et al., 2024).

The annotation task and the necessity of GM annotation when evaluating SERP fairness.

To be updated …

References

2024

NLDB

Toward Automatic Group Membership Annotation for Group Fairness Evaluation

Fumian Chen, Dayu Yang, and Hui Fang

2024

Bib PDF

@article{chen2024toward,
  title = {Toward Automatic Group Membership Annotation for Group Fairness Evaluation},
  author = {Chen, Fumian and Yang, Dayu and Fang, Hui},
  booktitle = {International Conference on Applications of Natural Language to Information Systems},
  pages = {285--300},
  year = {2024},
}