@inproceedings{varma-etal-2021-attestable,
    title = "{A}ttes{T}able at {S}em{E}val-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding",
    author = "Varma, Harshit  and
      Jain, Aadish  and
      Ratadiya, Pratik  and
      Rathi, Abhishek",
    editor = "Palmer, Alexis  and
      Schneider, Nathan  and
      Schluter, Natalie  and
      Emerson, Guy  and
      Herbelot, Aurelie  and
      Zhu, Xiaodan",
    booktitle = "Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-sig-urls/2021.semeval-1.182/",
    doi = "10.18653/v1/2021.semeval-1.182",
    pages = "1276--1282",
    abstract = "This paper describes our approach for Task 9 of SemEval 2021: Statement Verification and Evidence Finding with Tables. We participated in both subtasks, namely statement verification and evidence finding. For the subtask of statement verification, we extend the TAPAS model to adapt to the `unknown' class of statements by finetuning it on an augmented version of the task data. For the subtask of evidence finding, we finetune the DistilBERT model in a Siamese setting."
}