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# The CoreSearch Dataset
A large-scale dataset for cross-document event coreference **search**</br>
- **Paper:** Cross-document Event Coreference Search: Task, Dataset and Modeling (link-TBD)
### Languages
English
## Load Dataset
You can read/download the dataset files following Huggingface Hub instructions.</br>
For example, below code will load CoreSearch DPR folder:
```python
from huggingface_hub import hf_hub_url, cached_download
import json
REPO_ID = "datasets/Intel/CoreSearch"
DPR_FILES = "/dpr/"
dpr_files = ["dpr/Dev.json", "dpr/Train.json", "dpr/Test.json"]
dpr_jsons = list()
for _file in dpr_files:
dpr_jsons.append(json.load(open(cached_download(
hf_hub_url(REPO_ID, _file)), "r")))
```
### Data Splits
- **Final version of the CD event coreference search dataset**<br>
| | Train | Valid | Test | Total |
| ----- | ------ | ----- | ---- | ---- |
| WEC-Eng Validated Data | | | | |
| # Clusters | 237 | 49 | 236 | 522 |
| # Passages (with Mentions) | 1,503 | 341 | 1,266 | 3,110 |
| # Added Destructor Passages | 922,736 | 923,376 | 923,746 | 2,769,858 |
| # Total Passages | 924,239 | 923,717 | 925,012 | 2,772,968 |
## Citation
```
@inproceedings{TBD}
```
## License
We provide the following data sets under a <a href="https://creativecommons.org/licenses/by-sa/3.0/deed.en_US">Creative Commons Attribution-ShareAlike 3.0 Unported License</a>. It is based on content extracted from Wikipedia that is licensed under the Creative Commons Attribution-ShareAlike 3.0 Unported License
## Contact
If you have any questions please create a Github issue at <a href="https://github.com/AlonEirew/CoreSearch">https://github.com/AlonEirew/CoreSearch</a>. |