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Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications

2022-09-19 14:54:41
Tornike Tsereteli, Yavuz Selim Kartal, Simone Paolo Ponzetto, Andrea Zielinski, Kai Eckert, Philipp Mayr
arXiv_CL
   
Abstract

In this paper, we provide an overview of the SV-Ident shared task as part of the 3rd Workshop on Scholarly Document Processing (SDP) at COLING 2022. In the shared task, participants were provided with a sentence and a vocabulary of variables, and asked to identify which variables, if any, are mentioned in individual sentences from scholarly documents in full text. Two teams made a total of 9 submissions to the shared task leaderboard. While none of the teams improve on the baseline systems, we still draw insights from their submissions. Furthermore, we provide a detailed evaluation. Data and baselines for our shared task are freely available at this https URL

Abstract (translated)

URL

https://arxiv.org/abs/2209.09062

PDF

https://arxiv.org/pdf/2209.09062.pdf

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