| | --- |
| | license: apache-2.0 |
| | task_categories: |
| | - tabular-regression |
| | language: |
| | - en |
| | --- |
| | |
| | ## About dataset |
| |
|
| | We construct this dataset for our study, which investigates the correlation between GitHub communication metrics and citation counts, examining the potential of the metrics as an altmetric. |
| |
|
| | Currently, it contains about 12,000 samples of publications, which are published by top-tier AI conferences. |
| | The citation counts and the corresponding GitHub metrics might need to be updated. |
| | We strive our best to update more conferences and keep values up-to-date. |
| |
|
| | ### Target conferences |
| |
|
| | We collect publications from 2018 to 2022 in the following conferences: |
| |
|
| | - CVPR |
| | - ECCV |
| | - ICML |
| | - ICLR |
| | - NeurIPS |
| |
|
| | Those are conferences which are to be included. |
| |
|
| | - ICCV |
| | - ACL |
| | - EMNLP |
| | - NAACL |
| | - AAAI |
| | - INTERSPEECH |
| | - ICASSP |
| |
|
| | ## Contributors |
| |
|
| | Please note that most contributors in this project major in library science, so there might be a need for more knowledge about ML/DL and AI fields. |
| |
|
| | - [@yklikesyou](https://huggingface.co/yklikesyou) |
| | - Shinhye Cha |
| | - [@deepkyu](https://huggingface.co/deepkyu) |
