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README.md
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path: university/validation-*
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- split: test
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path: university/test-*
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---
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path: university/validation-*
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- split: test
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path: university/test-*
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license: other
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source_datasets: []
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tags:
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- decision-model
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---
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# swde
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SWDE (Hao et al., SIGIR 2011) attribute records over the visible text of real web pages.
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SWDE has 124,291 product, book, job, movie, player, restaurant, car and university pages from 80
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websites (8 verticals, 10 sites each), each page one entity, with page-level values of 3 to 5
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attributes per vertical labelled by per-site handcrafted regular expressions over DOM text nodes
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(procedural labels; ``<NULL>`` when the page has no value). Each page's HTML is converted to
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visible text (``VisibleText``) and every value is located verbatim, word-bounded, after decoding
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character references and collapsing whitespace; attributes with an unlocated value are left out,
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never turned into nulls. Pages longer than ``window`` characters are cut to one window holding
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every located value. One config per vertical; one row per page with ``fields`` =
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``{attribute: [[(start, value), ...] per distinct value]}`` (JSON, empty for a labelled null).
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SWDE has no official split: each vertical's ten sites are split by hash (8 train, 1 validation,
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1 test; ``swde_split``), so evaluation websites are unseen. Pages are template-generated, so each
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site contributes its ``pages_per_site`` lowest-hash eligible pages.
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Original data: [original distribution](http://web.archive.org/web/20210630013015id_/https://codeplexarchive.blob.core.windows.net/archive/projects/swde/swde.zip). Repackaged as parquet for [tasksource](https://github.com/sileod/tasksource) by [scripts/repackage_dataset/web_extraction.py](https://github.com/sileod/tasksource/blob/main/scripts/repackage_dataset/web_extraction.py#L440).
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[Conversion provenance](provenance.json): source revisions, hashes, configuration and exclusions.
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