Search Results - "de Ribaupierre, Hélène"
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KGen: a knowledge graph generator from biomedical scientific literature
Published in BMC medical informatics and decision making (14-12-2020)“…Knowledge is often produced from data generated in scientific investigations. An ever-growing number of scientific studies in several domains result into a…”
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Journal Article -
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Extracting discourse elements and annotating scientific documents using the SciAnnotDoc model: a use case in gender documents
Published in International journal on digital libraries (01-09-2018)“…When scientists are searching for information, they generally have a precise objective in mind. Instead of looking for documents “about a topic T”, they try to…”
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Journal Article -
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Towards gender equality in software engineering: the NSA approach
Published in 2018 IEEE/ACM 1st International Workshop on Gender Equality in Software Engineering (GE) (28-05-2018)“…Multiple studies show that women are under-represented in almost all of fields of Science, Technology, Engineering and Maths (STEM). This gender gap is also…”
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Conference Proceeding -
4
Interface to Query and Visualise Definitions from a Knowledge Base
Published 11-03-2021“…The semantic linked data model is at the core of the Web due to its ability to model real world entities, connect them via relationships and provide context,…”
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Journal Article -
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Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
Published 17-11-2021“…Data augmentation techniques are widely used for enhancing the performance of machine learning models by tackling class imbalance issues and data sparsity…”
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Journal Article -
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Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports
Published 27-10-2020“…The task of text and sentence classification is associated with the need for large amounts of labelled training data. The acquisition of high volumes of…”
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Journal Article -
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Automatic extraction of requirements expressed in industrial standards : a way towards machine readable standards ?
Published 24-12-2021“…The project, under industrial funding, presented in this publication aims at the semantic analysis of a normative document describing requirements applicable…”
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Journal Article -
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ASSIST: Article eXtraction and statIstical AnalysiS
Published in 2021 IEEE International Conference on Big Data (Big Data) (15-12-2021)“…There are fewer female authors than male authors in the field of scientific research. However, there is not yet a system that provides a way to analyze the…”
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Conference Proceeding