[Adapt] A Survey of NLG Enhanced by Knoweldge Graph

[Li Zitong]

Hi Adapters,

This time, I will introduce a survey of NLG Enhanced by Knoweldge Graph.

I am going to introduce 3 methodologies and techniques to learn the relationship between KG semantics and input/output sequences. M1: Incorporate knowledge graph embeddings into language generation. M2: Perform reasoning over knowledge graph via path finding strategies. M3: Augment graph representations with graph neural networks.

I will also give a brief introduction to several models proposed recently to enhance NLG with knowledge graph.

Hope to have a general overview of this field.

Time: Wed 4:00pm
Venue: SEIEE 3-414
Zitong
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