Datasets › SV-Ident
SV-Ident (Survey Variable Identification)
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 archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Variable Disambiguation | SV-Ident | sentence-transformers/distiluse-base-multilingual-cased-v1 mAP@10 18.93 | Overview of the SV-Ident 2022 Shared Task on Survey... | vadis-project/sv-ident | 4 | Compare |
| Variable Detection | SV-Ident | SsciBERT F1 66.1 | Overview of the SV-Ident 2022 Shared Task on Survey... | vadis-project/sv-ident | 2 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Overview of the SV-Ident 2022 Shared Task on Survey Variable Identification in Social Science Publications | 1 | 6 | 19 Sep 2022 | not harvested |
Dataset loaders archive 2025-07-28
2 loaders as listed in the archive; links are outbound and not re-checked here.
Tasks archive 2025-07-28
License archive 2025-07-28
https://www.gesis.org/en/ssoar/home/information/grant-of-licences
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- SV-Ident
1 variant name, as the archive lists them.
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