112 citations · 182 across the 11 of their papers we have counts for
3 papers · 1 filter
Document Network Embedding: Coping for Missing Content and Missing Links
Jean Dupuy, Adrien Guille, Julien Jacques
Searching through networks of documents is an important task. A promising path to improve the performance of information retrieval systems in this context is to leverage dense node…
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…
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…