On the application of NLP techniques to French geological descriptions - BRGM - Bureau de recherches géologiques et minières Access content directly
Conference Poster Year : 2022

On the application of NLP techniques to French geological descriptions

Abstract

Geological descriptions are written in natural language by different geologists during the acquisition process, without any constraints on the format or the content of the descriptions As a result, the records are highly heterogeneous, ranging from brut observations to high level interpretations and all the nuances in between. This heterogeneity imposes manual reprocessing of the data by experts to avoid mistakes occurring in downstream applications. Instead, we try to automate this process via Natural Language Processing (NLP) techniques

Domains

Earth Sciences
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Dates and versions

hal-03769793 , version 1 (05-09-2022)

Identifiers

  • HAL Id : hal-03769793 , version 1

Cite

Musaab Khalid, Cécile Gracianne, Maëlys Galant, Romain Darnault, Christelle Loiselet, et al.. On the application of NLP techniques to French geological descriptions. 21st Annual Conference of the International Association for Mathematical Geosciences, Aug 2022, Nancy, France. ⟨hal-03769793⟩

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BRGM
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