The GSCL is the scientific association in the German-speaking countries and regions for research, teaching and professional work in natural language processing. On this website you will find information about our organization, current events and our activities.
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…]
This talk will take you on a journey into the world of speech enhancement, a realm that exists only to separate an acoustic target speech signal from noise, interfering speech or music. While classical approaches were typically quite heavy on the mat [more…]
Hallmarks of intelligence include the ability to acquire, represent, understand, and produce natural language. Although recent efforts in data-driven, machine learning, and deep learning methods have advanced natural language processing applications, [more…]
This Wednesday, January 13th, 2021, our first GSCL Tutorial Talk will take place at 4 p.m. The speaker is Prof. Dr. Casey Redd Kennington (Boise State University) on “Dialogue and Robots for Understanding Understanding”. More information here. The lo [more…]