Výsledky vyhledávání - "Skylaki, Stavroula"

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LLM-Based Robust Product Classification in Commerce and Compliance

Autor: Gholamian, Sina, Romani, Gianfranco, Rudnikowicz, Bartosz, Skylaki, Stavroula

Product classification is a crucial task in international trade, as compliance regulations are verified and taxes and duties are applied based on product categories. Manual classification of products is time-consuming and error-prone, and the sheer v

Externí odkaz: http://arxiv.org/abs/2408.05874

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The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines

Autor: Forster, Martina, Schulz, Claudia, Nokku, Prudhvi, Mirsafian, Melicaalsadat, Kasundra, Jaykumar, Skylaki, Stavroula

Multi-Label Classification (MLC) is a common task in the legal domain, where more than one label may be assigned to a legal document. A wide range of methods can be applied, ranging from traditional ML approaches to the latest Transformer-based archi

Externí odkaz: http://arxiv.org/abs/2401.11852

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A Framework for Monitoring and Retraining Language Models in Real-World Applications

Autor: Kasundra, Jaykumar, Schulz, Claudia, Mirsafian, Melicaalsadat, Skylaki, Stavroula

In the Machine Learning (ML) model development lifecycle, training candidate models using an offline holdout dataset and identifying the best model for the given task is only the first step. After the deployment of the selected model, continuous mode

Externí odkaz: http://arxiv.org/abs/2311.09930

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Named Entity Recognition in the Legal Domain using a Pointer Generator Network

Autor: Skylaki, Stavroula, Oskooei, Ali, Bari, Omar, Herger, Nadja, Kriegman, Zac

Named Entity Recognition (NER) is the task of identifying and classifying named entities in unstructured text. In the legal domain, named entities of interest may include the case parties, judges, names of courts, case numbers, references to laws etc

Externí odkaz: http://arxiv.org/abs/2012.09936

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Akademický článek

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Dissertation/ Thesis

Distinct transcriptional signatures of aneuploidy in murine pluripotent cell populations

Autor: Skylaki, Stavroula

Genomic integrity in mouse embryonic and induced pluripotent stem cells can be compromised by factors such as extended time in culture and cellular reprogramming. Surprising, only a few studies have thus far examined the accumulation of chromosomal i

Externí odkaz: https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.601269

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