Workshop Representation Learning with Knowledge Graphs at ECMLPKDD 2019

Die  Forschungsgruppe krAil der Computerlinguistik organisiert zusammen mit Kollegen von der LMU München und der Uni Bonn einen Workshop zum Maschinellen Lernen mit Wissensgraphen. Dieser wird am 16.09.2019 im Rahmen der European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD) stattfinden. Bis zum 14. Juni können Beiträge eingereicht werden.

Knowledge Graphs are becoming the standard for storing, retrieving and querying structured data. In academia and in industry, they are increasingly used to provide background knowledge. Over the last years, several research contributions are made to show machine learning especially representation learning is successfully applied to knowledge graphs enabling inductive inference about facts with unknown truth values. In this workshop we intend to focus on the most exciting new developments in Knowledge Graph learning, bridging the gap to recent developments in different fields. Also, we want to bring together researchers from different disciplines but united by their adoption of earlier mentioned techniques from machine learning.