@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://aclanthology.org/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.",
}
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<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.</abstract>
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%0 Conference Proceedings
%T AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding
%A Varma, Harshit
%A Jain, Aadish
%A Ratadiya, Pratik
%A Rathi, Abhishek
%Y Palmer, Alexis
%Y Schneider, Nathan
%Y Schluter, Natalie
%Y Emerson, Guy
%Y Herbelot, Aurelie
%Y Zhu, Xiaodan
%S Proceedings of the 15th International Workshop on Semantic Evaluation (SemEval-2021)
%D 2021
%8 August
%I Association for Computational Linguistics
%C Online
%F varma-etal-2021-attestable
%X 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.
%R 10.18653/v1/2021.semeval-1.182
%U https://aclanthology.org/2021.semeval-1.182
%U https://doi.org/10.18653/v1/2021.semeval-1.182
%P 1276-1282
Markdown (Informal)
[AttesTable at SemEval-2021 Task 9: Extending Statement Verification with Tables for Unknown Class, and Semantic Evidence Finding](https://aclanthology.org/2021.semeval-1.182) (Varma et al., SemEval 2021)
ACL