AITopics | Nyqvist, Anna

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Nyqvist, Anna

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Automatic Classification – Tagging and Summarization – Customizable Filtering and Analysis

If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Annotated Job Ads with Named Entity Recognition

Stollenwerk, Felix, Fastlund, Niklas, Nyqvist, Anna, Öhman, Joey

arXiv.org Artificial IntelligenceOct-18-2023

We have trained a named entity recognition (NER) model that screens Swedish job ads for different kinds of useful information (e.g. skills required from a job seeker). It was obtained by fine-tuning KB-BERT. The biggest challenge we faced was the creation of a labelled dataset, which required manual annotation. This paper gives an overview of the methods we employed to make the annotation process more efficient and to ensure high quality data. We also report on the performance of the resulting model.

artificial intelligence, entity recognition, text processing, (2 more...)

arXiv.org Artificial Intelligence

2310.11769

Genre: Research Report (0.40)

Technology: Information Technology > Artificial Intelligence > Natural Language > Text Processing (1.00)

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