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What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP
May 28, 2020 ยท Declared Dead ยท ๐ EVAL4NLP
"No code URL or promise found in abstract"
Evidence collected by the PWNC Scanner
Authors
Oskar Wysocki, Malina Florea, Andre Freitas
arXiv ID
2005.14299
Category
cs.CL: Computation & Language
Cross-listed
cs.AI
Citations
4
Venue
EVAL4NLP
Last Checked
5 months ago
Abstract
SemEval is the primary venue in the NLP community for the proposal of new challenges and for the systematic empirical evaluation of NLP systems. This paper provides a systematic quantitative analysis of SemEval aiming to evidence the patterns of the contributions behind SemEval. By understanding the distribution of task types, metrics, architectures, participation and citations over time we aim to answer the question on what is being evaluated by SemEval.
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