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 [more…]
Under the link Resources materials are now available that were developed following up the GSCL Ethics Workshop 2020. The collection contains teaching materials on the subject of ethics in natural language processing as well as a questionnaire designe [more…]
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 [more…]
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 [more…]
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 [more…]