Understanding Archives: Towards New Research Interfaces Relying on the Semantic Annotation of Documents
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Abstract (arXiv)
The digitisation campaigns carried out by libraries and archives in recent years have facilitated access to documents in their collections. However, exploring and exploiting these documents remain difficult tasks due to the sheer quantity of documents available for consultation. In this article, we show how the semantic annotation of the textual content of study corpora of archival documents allow to facilitate their exploitation and valorisation. First, we present a methodological framework for the construction of new interfaces based on textual semantics, then address the current technological obstacles and their potential solutions. We conclude by presenting a practical case of the application of this framework.
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References · 7
- 2016"Why Should I Trust You?": Explaining the Predictions of Any Classifiercited by 5,040
- 2016Enriching Word Vectors with Subword Informationcited by 1,578
- 2020Stanza: A Python Natural Language Processing Toolkit for Many Human Languagescited by 719
- 2019Word Embeddings: A Surveycited by 45
- 2022Biographical: A Semi-Supervised Relation Extraction Datasetcited by 7
- 2022Processing the structure of documents: Logical Layout Analysis of historical newspapers in Frenchcited by 4
- 2020Topic modelling discourse dynamics in historical newspaperscited by 2
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