Datasets:
Update README.md
Browse files
README.md
CHANGED
@@ -8,11 +8,36 @@ language:
|
|
8 |
|
9 |
## About dataset
|
10 |
|
11 |
-
|
12 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
|
14 |
## Contributors
|
15 |
|
|
|
|
|
16 |
- [@yklikesyou](https://huggingface.co/yklikesyou)
|
17 |
- Shinhye Cha
|
18 |
- [@deepkyu](https://huggingface.co/deepkyu)
|
|
|
8 |
|
9 |
## About dataset
|
10 |
|
11 |
+
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.
|
12 |
+
|
13 |
+
Currently, it contains about 12,000 samples of publications, which are published by top-tier AI conferences.
|
14 |
+
The citation counts and the corresponding GitHub metrics might need to be updated.
|
15 |
+
We strive our best to update more conferences and keep values up-to-date.
|
16 |
+
|
17 |
+
### Target conferences
|
18 |
+
|
19 |
+
We collect publications from 2018 to 2022 in the following conferences:
|
20 |
+
|
21 |
+
- CVPR
|
22 |
+
- ECCV
|
23 |
+
- ICML
|
24 |
+
- ICLR
|
25 |
+
- NeurIPS
|
26 |
+
|
27 |
+
Those are conferences which are to be included.
|
28 |
+
|
29 |
+
- ICCV
|
30 |
+
- ACL
|
31 |
+
- EMNLP
|
32 |
+
- NAACL
|
33 |
+
- AAAI
|
34 |
+
- INTERSPEECH
|
35 |
+
- ICASSP
|
36 |
|
37 |
## Contributors
|
38 |
|
39 |
+
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.
|
40 |
+
|
41 |
- [@yklikesyou](https://huggingface.co/yklikesyou)
|
42 |
- Shinhye Cha
|
43 |
- [@deepkyu](https://huggingface.co/deepkyu)
|