Important: If you are new to text annotation, this tutorial is a great preparation for our tutorial about the INCEpTION platform!
This tutorial guides you through the steps for manual annotation with the aim of text corpus construction for machine l [mehr…]
Unter Resources sind ab sofort Materialien verfügbar, die in Folge des GSCL-Ethik-Workshops 2020 erarbeitet wurden. Die Sammlung beinhaltet Lehrmaterial zum Thema Ethik in der Sprach- und Textverarbeitung sowie einen Fragebogen, der den zukünftigen O [mehr…]
Data-driven Machine Translation is an interesting application of machine-learning-based natural language processing techniques to multilingual data. Particularly with the recent advent of powerful neural network models, it has become possible to inco [mehr…]
Deep learning relies on massive training sets of labeled examples to learn from – often tens of thousands to millions to reach peak predictive performance. However, large amounts of training data are only available for very few standardized learning [mehr…]
Advances in information extraction have enabled the automatic construction of large knowledge graphs (KGs) like DBpedia, Freebase, YAGO and Wikidata. Learning rules from KGs is a crucial task for KG completion, cleaning and curation. This tutorial pr [mehr…]