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Other literature type . 2021
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SemEval-2021 Task 1: Lexical Complexity Prediction

SemEval -2021 المهمة 1: التنبؤ بالتعقيد المعجمي
Authors: Matthew Shardlow; Richard J. Evans; Gustavo Henrique Paetzold; Marcos Zampieri;

SemEval-2021 Task 1: Lexical Complexity Prediction

Abstract

This paper presents the results and main findings of SemEval-2021 Task 1 - Lexical Complexity Prediction. We provided participants with an augmented version of the CompLex Corpus (Shardlow et al 2020). CompLex is an English multi-domain corpus in which words and multi-word expressions (MWEs) were annotated with respect to their complexity using a five point Likert scale. SemEval-2021 Task 1 featured two Sub-tasks: Sub-task 1 focused on single words and Sub-task 2 focused on MWEs. The competition attracted 198 teams in total, of which 54 teams submitted official runs on the test data to Sub-task 1 and 37 to Sub-task 2.

Keywords

FOS: Computer and information sciences, Artificial intelligence, Word-sense disambiguation, Economics, WordNet, Word (group theory), Geometry, Mathematical analysis, Task (project management), Point (geometry), Artificial Intelligence, Lexical Simplification, FOS: Mathematics, Natural Language Processing, Computer Science - Computation and Language, Complex Word Identification, Domain (mathematical analysis), Natural language processing, Linguistics, Statistical Machine Translation and Natural Language Processing, Computer science, Management, FOS: Philosophy, ethics and religion, Philosophy, Computer Science, Physical Sciences, FOS: Languages and literature, Automatic Text Simplification and Readability Assessment, Computation and Language (cs.CL), Mathematics, SemEval

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    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    38
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 1%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 1%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
38
Top 1%
Top 10%
Top 1%
Green
hybrid