Example: stock market
Deep Learn Ing On Graphs
Found 2 free book(s)
MIND: A Large-scale Dataset for News Recommendation
msnews.github.ionews and user representations learned with deep learning models are promising for news recom-mendation. Wang et al. (2018) proposed to learn knowledge-aware news representations from news titles using CNN network by incorporating both word embeddings and the entity embeddings in-ferred from knowledge graphs. Wu et al. (2019a)
ERNIE: Enhanced Language Representation with Informative …
aclanthology.orgedge graphs (KGs), which can provide rich structured knowledge facts for better language understanding. We argue that informative en-tities in KGs can enhance language represen-tation with external knowledge. In this pa-per, we utilize both large-scale textual cor-pora and KGs to train an enhanced language representation model (ERNIE), which can