SV-Ident (Survey Variable Identification)
Introduced by Tsereteli et al. in Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications
SV-Ident comprises 4,248 sentences from social science publications in English and German. The data is the official data for the Shared Task: “Survey Variable Identification in Social Science Publications” (SV-Ident) 2022. Sentences are labeled with variables that are mentioned either explicitly or implicitly.
The dataset supports the following tasks:
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Variable Detection: identifying whether a sentence contains a variable mention or not.
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Variable Disambiguation: identifying which variable from a given vocabulary is mentioned in a sentence.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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SV-Ident
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sentence-transformers/distiluse-base-multilingual-cased-v1
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SV-Ident
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SsciBERT
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Papers
| Paper | Code | Results | Date | Stars |
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