2 papers
cs.IR2020
Document Network Projection in Pretrained Word Embedding Space
Antoine Gourru, Adrien Guille, Julien Velcin +1
We present Regularized Linear Embedding (RLE), a novel method that projects a collection of linked documents (e.g. citation network) into a pretrained word embedding space. In addi…
cs.IR2019
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…