Introduction to the Target Sense Verification for Word in Context (WiC-TSV) Challenge Presenter: Anna Breit https://competitions.codalab.org/competitions/23683

Application talk: PoolParty Semantic Suite and Knowledge Graph Management Presenter: Martin Kaltenböck and Artem Revenko Abstract: The amount of structured, semi-structured and unstructured data in organisations is growing heavily and data and information is often stored in silos inside of department solutions, but organisations are interested in unified 360 degree views on their data and information to be […]

WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context Presenter: Anna Breit Abstract: We present WiC-TSV, a new multi-domain evaluation benchmark for Word Sense Disambiguation. More specifically, we introduce a framework for Target Sense Verification of Words in Context which grounds its uniqueness in the formulation as binary classification task thus being […]

Annotating Entities with Fine-Grained Types in Austrian Court Decisions Speaker: Artem Revenko The usage of Named Entity Recognition tools on domain specific corpora is often hampered by insufficient training data. We investigate an approach to produce fine-grained named entity annotations from a small training dataset to later apply it on a large corpus of Austrian […]

Semantic Web enabled Machine Learning Presenter: Anna Breit, Victor Mireles We present an overview of the use of Semantic Web technologies in Machine Learning workflows. We will start by a general overview of the different steps in the application of Machine Learning techniques to real world cases. Afterwards, the viewers will be treated to a […]