| # The CoreSearch Dataset | |
| A large-scale dataset for cross-document event coreference **search**</br> | |
| - **Paper:** [Cross-document Event Coreference Search: Task, Dataset and Modeling](https://arxiv.org/abs/2210.12654) | |
| ### 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>. |