Making and Using AI in the Library: Creating a BERT Model at the National Library of Sweden
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ERIC Institute of Education Sciences
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| Main Authors: | , , , |
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| Format: | Recurso educativo Open Access |
| Language: | en |
| Published: |
2023
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| _version_ | 1867180844831997952 |
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| author | Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love |
| author_facet | Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love |
| collection | Education Resources Information Center |
| contents | Making and Using AI in the Library: Creating a BERT Model at the National Library of Sweden Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love Foreign Countries Artificial Intelligence Models Languages Natural Language Processing Government Libraries Academic Libraries Classification Metadata Electronic Books How can novel AI techniques be made and put to use in the library? Combining methods from data and library science, this article focuses on Natural Language Processing technologies, especially in national libraries. It explains how the National Library of Sweden's collections enabled the development of a new BERT language model for Swedish. It also outlines specific use cases for the model in the context of academic libraries, detailing strategies for how such a model could make digital collections available for new forms of research, from automated classification to enhanced searchability and improved OCR cohesion. Highlighting the potential for cross-fertilizing AI with libraries, the conclusion suggests that while AI may transform the workings of the library, libraries can also play a key role in the future development of AI. |
| format | Recurso educativo Open Access |
| id | eric_EJ1379831 |
| institution | ERIC Institute of Education Sciences |
| language | en |
| publishDate | 2023 |
| record_format | eric |
| spellingShingle | Making and Using AI in the Library: Creating a BERT Model at the National Library of Sweden Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love Foreign Countries Artificial Intelligence Models Languages Natural Language Processing Government Libraries Academic Libraries Classification Metadata Electronic Books Making and Using AI in the Library: Creating a BERT Model at the National Library of Sweden Haffenden, Chris Fano, Elena Malmsten, Martin Börjeson, Love Foreign Countries Artificial Intelligence Models Languages Natural Language Processing Government Libraries Academic Libraries Classification Metadata Electronic Books How can novel AI techniques be made and put to use in the library? Combining methods from data and library science, this article focuses on Natural Language Processing technologies, especially in national libraries. It explains how the National Library of Sweden's collections enabled the development of a new BERT language model for Swedish. It also outlines specific use cases for the model in the context of academic libraries, detailing strategies for how such a model could make digital collections available for new forms of research, from automated classification to enhanced searchability and improved OCR cohesion. Highlighting the potential for cross-fertilizing AI with libraries, the conclusion suggests that while AI may transform the workings of the library, libraries can also play a key role in the future development of AI. |
| title | Making and Using AI in the Library: Creating a BERT Model at the National Library of Sweden |
| topic | Foreign Countries Artificial Intelligence Models Languages Natural Language Processing Government Libraries Academic Libraries Classification Metadata Electronic Books |
| url | https://eric.ed.gov/?id=EJ1379831 |