GraphSage and its applications // Entity Linking powered by Graph Embedding

Session 1:
GraphSage and its applications //
Speaker: Olivier Rausch, Oracle Labs //
Session overview:
Olivier will introduce us to the world of GraphSage. He will then introduce us its variants and to the practical applications using GraphSage.
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Session 2:
Rock Music or The Rock? Entity Linking powered by Graph Embedding //
Speaker: Rhicheek Patra, Oracle Labs //
Session overview:
Entity Linking (EL), the task of mapping ambiguous Named Entities to unique identifiers (such as famous individuals, locations, or companies), is a cornerstone of multiple Information Retrieval and Text Analysis systems. I will present a technique for entity linking that employs graph embeddings to perform collective disambiguation. Compared to existing solutions, this approach offers state-of-the-art accuracy on a variety of datasets without any supervised training and provides real-time execution even when processing documents with dozens of Named Entities.
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