47 citations · 66 across the 6 of their papers we have counts for
Showing cs.CLShow all
3 papers · 1 filter
cs.CL2019★ 12 cited
Link Prediction with Mutual Attention for Text-Attributed Networks
Robin Brochier, Adrien Guille, Julien Velcin
In this extended abstract, we present an algorithm that learns a similarity measure between documents from the network topology of a structured corpus. We leverage the Scaled Dot-P…
cs.CL2019★ 3 cited
Representation Learning for Recommender Systems with Application to the Scientific Literature
Robin Brochier
The scientific literature is a large information network linking various actors (laboratories, companies, institutions, etc.). The vast amount of data generated by this network con…
cs.CL2019★ 47 cited
Global Vectors for Node Representations
Robin Brochier, Adrien Guille, Julien Velcin
Most network embedding algorithms consist in measuring co-occurrences of nodes via random walks then learning the embeddings using Skip-Gram with Negative Sampling. While it has pr…