Knowledge Graphs in Natural Language Processing @ ACL 2019

Michael Galkin
Aug 3 · 13 min read

Dialogue Systems over Knowledge Graphs

Knowledge graphs to arise? 🤔

Natural Language Generation of Knowledge Graph facts

Taken from Logan et al.

Complex Question Answering over Knowledge Graphs

Taken from Saha et al.
Taken from Weber et al.

NER and Relation Linking over KGs

Taken from Bosselut et al.
Taken from Soares et al.
Taken from Lopez et al.

KG Embeddings & Graph Representations

Taken from Nathani et al.


Conclusions

Michael Galkin

Written by

Research Scientist @ Fraunhofer IAIS in Dresden, working on merging Knowledge Graphs with Conversational AI

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