Data Sets of Cause-Effect Pairs

Data Sets of Cause-Effect Pairs first used in the following paper:

Answering Binary Causal Questions Through Large-Scale Text Mining: An Evaluation Using Cause-Effect Pairs from Human Experts
Oktie Hassanzadeh, Debarun Bhattacharjya, Mark Feblowitz, Kavitha Srinivas, Michael Perrone, Shirin Sohrabi, Michael Katz
IJCAI 2019

@inproceedings{Hassanzadeh19,
  author    = {Oktie Hassanzadeh and
               Debarun Bhattacharjya and
               Mark Feblowitz and
               Kavitha Srinivas and
               Michael Perrone and
               Shirin Sohrabi and
               Michael Katz},
  title     = {Answering Binary Causal Questions Through Large-Scale Text Mining: 
               An Evaluation Using Cause-Effect Pairs from Human Experts},
  booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
               Artificial Intelligence, {IJCAI} 2019, August 10-16, 2019, Macao, China},
  year      = {2019}
}

See README.txt for details.

$ wc -l *
     319 ce_me_benchmark_v1.csv
     118 nato_sfa_benchmark_v1.csv
     804 risk_models_benchmark_v1.csv
    1730 semeval_benchmark_v1.csv
    2971 total

$ ls -lh * | awk '{print $5,$9}'
    23K ce_me_benchmark_v1.csv
    11K nato_sfa_benchmark_v1.csv
    73K risk_models_benchmark_v1.csv
    42K semeval_benchmark_v1.csv


NATO SFA Benchmark is created from the tables in the Appendix of the following publicly available document:
STRATEGIC FORESIGHT ANALYSIS 2017 REPORT
Links:
https://www.act.nato.int/images/stories/media/doclibrary/171004_sfa_2017_report_hr.pdf
https://www.act.nato.int/images/stories/media/doclibrary/171004_sfa_2017_report_txt.pdf
https://www.act.nato.int/futures-work


SemEval data is published under the Creative Commons Attribution 3.0 Unported license: https://creativecommons.org/licenses/by/3.0/
Details: https://docs.google.com/document/d/1QO_CnmvNRnYwNWu1-QCAeR5ToQYkXUqFeAJbdEhsq7w/preview
Original source: https://drive.google.com/file/d/0B_jQiLugGTAkMDQ5ZjZiMTUtMzQ1Yy00YWNmLWJlZDYtOWY1ZDMwY2U4YjFk/view?sort=name&layout=list&num=50


The rest of the data sets are covered by the Creative Commons: Attribution-NonCommercial-ShareAlike (CC BY-NC-SA) license  https://creativecommons.org/licenses/by-nc-sa/4.0/legalcode


THIS DATA IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.