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chemistry-qa's Introduction

ChemistryQA Data

ChemistryQA is a complex QA task which cannot be solved by end-to-end neural networks. To answer chemical questions, machines need to understand questions, apply chemistry and math knowledge, and do calculation and reasoning. ChemistryQA contains about 4500 questions covering around 200 chemistry topics, which are collected from https://socratic.org/chemistry.

Data

Data

train.tsv

dev.tsv

test.tsv

Evaluation

Please use evaluate.py to evaluate the result as following.

python evaluate.py {answer_predict.tsv} {answer_index} {predict_index}

where answer_predict.tsv should contain both correct answer and predicted answer by your method, and answer_index and predict_index represent the columne number of correct answer and predicted answer, respectively.

Contact us

Please send email to [email protected] if you have any problem.

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

License

Computational Use of Data Agreement.

chemistry-qa's People

Contributors

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chemistry-qa's Issues

ACTION REQUIRED: Microsoft needs this private repository to complete compliance info

There are open compliance tasks that need to be reviewed for your chemistry-qa repo.

Action required: 4 compliance tasks

To bring this repository to the standard required for 2021, we require administrators of this and all Microsoft GitHub repositories to complete a small set of tasks within the next 60 days. This is critical work to ensure the compliance and security of your microsoft GitHub organization.

Please take a few minutes to complete the tasks at: https://repos.opensource.microsoft.com/orgs/microsoft/repos/chemistry-qa/compliance

  • The GitHub AE (GitHub inside Microsoft) migration survey has not been completed for this private repository
  • No Service Tree mapping has been set for this repo. If this team does not use Service Tree, they can also opt-out of providing Service Tree data in the Compliance tab.
  • No repository maintainers are set. The Open Source Maintainers are the decision-makers and actionable owners of the repository, irrespective of administrator permission grants on GitHub.
  • Classification of the repository as production/non-production is missing in the Compliance tab.

You can close this work item once you have completed the compliance tasks, or it will automatically close within a day of taking action.

If you no longer need this repository, it might be quickest to delete the repo, too.

GitHub inside Microsoft program information

More information about GitHub inside Microsoft and the new GitHub AE product can be found at https://aka.ms/gim or by contacting [email protected]

FYI: current admins at Microsoft include @Xiubo-MS

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