The FinQA Challenge


We have reached the end of the FinQA challenge. Here is the list of the winners:
  • Champion: team Ant Risk AI from Ant Group
  • Runner-up: team [MASK] from Nanjing University
  • Honorable Mention: team TabT5 from Google Research
  • Honorable Mention: team LYZD-FinTech
  • Congratulations to all the winners! The challenge is hosted at the Workshop on Structured and Unstructured Knowledge Integration (SUKI), NAACL 2022.


    Dates


    • Challenge Launch: Feb 25th, 2022.
    • Results Submission to Leaderboards deadline: June 8th, 2022.
    • Paper Submission deadline: June 15th, 2022.


    Guidelines


    FinQA is a large-scale dataset on answering deep questions over financial data, aiming to automate the analysis of a large corpus of financial documents. Please check our FinQA paper for more details. The dataset, code and instructions can be found at Github.


    Submission


    • Public Test: This phase evaluates algorithms on the FinQA public test set where the references are available. A submission needs to consist of results on the entire public test set to be considered as a valid submission.
    • The leaderboard for the public test set is hosted here on Codalab.
    • Private Test: This phase evaluates algorithms on the FinQA private test set with all references heldout. A submission needs to consist of results on the entire test set to be considered as a valid submission. This phase is aimed at the final evaluation of the model and one is not allowed to create multiple submissions using multiple teams.
    • The leaderboard for the private test set is hosted here on Codalab
    The final evaluation of the model will be based on the results on the private test set. Please first submit your results to both leaderboards. Then please use the official ARR style files available as an Overleaf template to format your papers. Submissions should have at least 4 pages and at most 8 pages of content, plus unlimited pages for references and appendices. Please submit through our Openreview submission site, and also upload to arxiv. To be eligible for result archives and consideration for awards, we kindly request you to send the following information to zhiyuchen@cs.ucsb.edu using your main contact email:
    • Team name.
    • Team members.
    • The username used in CodaLab submissions.
    • The forum link to your paper submission on Openreview and the link to your arxiv submission.
    Dual Sumbission: We also allow submissions that are under review in other venues or have preprint versions. But please make sure to follow dual submission policies from other venues.
    Non-Archival: The paper submission will be non-archival. The winners can present their work at the workshop.
    Anonymity Period: We do not enforce an anonymity period. We allow preprint servers such as arXiv at any point of time.


    Prize


    There will be one champion, one runner-up, and two honorable mentions for this challenge. We will have awards for these winners.


    Sponsor