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Papers Benchmarks Datasets Tasks

DWUG dataset and benchmarks · SOTA2 Research

Research Datasets

DWUG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Word-level semantic change magnitude measurement

DWUG Spanish 2022

0.61Spearman Correlation

9

Measuring magnitude of word-level semantic change

DWUG English

0.71Spearman Correlation

6

Semantic scope change measurement

Spanish DWUG

0.45Spearman Correlation

5

Word-level semantic scope change detection

DWUG

0.62Spearman Correlation

4

Sense-level semantic change prediction

DWUG (test)

0.84Spearman Correlation

3

Instance-level semantic change prediction

DWUG (test)

0.46Spearman Correlation

3

Popular tasks

Semantic scope change measurement Instance-level semantic change prediction Sense-level semantic change prediction Word-level semantic change magnitude measurement Measuring magnitude of word-level semantic change

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