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@@ -11,7 +11,7 @@ license: apache-2.0
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  # 📚 Institutional Books Topic Classifier
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- This model was trained as part of the analysis and post-processing work performed in preparation for the release of the [Institutional Books 1.0 dataset](https://huggingface.co/collections/instdin/institutional-books-68366258bfb38364238477cf).
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  We used this text classifier to assign a topic, derived from the first level of the [Library of Congress' Classification Outline](https://www.loc.gov/catdir/cpso/lcco/), to individual volumes.
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  print(result[0]) # {'label': 'SCIENCE', 'score': 0.9996894598007202}
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  ```
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  ## Cite
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  ```bibtext
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  @misc{cargnelutti2025institutionalbooks10242b,
 
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  # 📚 Institutional Books Topic Classifier
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+ This model was trained as part of the analysis and post-processing work performed in preparation for the release of the [Institutional Books 1.0 dataset](https://huggingface.co/collections/instdin/institutional-books-68366258bfb38364238477cf) by the Institutional Data Initiative.
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  We used this text classifier to assign a topic, derived from the first level of the [Library of Congress' Classification Outline](https://www.loc.gov/catdir/cpso/lcco/), to individual volumes.
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  print(result[0]) # {'label': 'SCIENCE', 'score': 0.9996894598007202}
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  ```
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+ ## About IDI
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+ The Institutional Data Initiative at Harvard Law School Library works with knowledge institutions—from libraries and museums to cultural groups and government agencies—to refine and publish their collections as data. [Reach out to collaborate on your collections](https://institutionaldatainitiative.org/#get-involved).
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  ## Cite
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  ```bibtext
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  @misc{cargnelutti2025institutionalbooks10242b,