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Archaeological entities and timespans extracted from all archaeology documents available in DANS EASY in 2017

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DANS Data Station Archaeology2021-12-08 更新2026-04-09 收录
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https://archaeology.datastations.nl/citation?persistentId=doi:10.17026/DANS-ZCS-7B72
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资源简介:
<p>We trained a BERT language model for Dutch Archaeology, and fine-tuned it to perform Named Entity Recognition for 6 categories of entity: artefacts, materials, time periods, places, contexts and species. </p><p>For each document, we extracted all entities, and translated time periods to year ranges. All this information is stored - together with DANS metadata such as author, title, etc - in a JSON file for each document.</p><p>This is research output of the PhD research by Alex Brandsen, for the AGNES search engine project.</p>
提供机构:
Leiden University
创建时间:
2021-07-09
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