Search Results for author: Antoine Gourru

Found 4 papers, 2 papers with code

New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding

1 code implementation7 Apr 2020 Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin

In this direction, document network embedding methods seem to be an ideal choice for building representations of the scientific literature.

Network Embedding

Document Network Projection in Pretrained Word Embedding Space

no code implementations16 Jan 2020 Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques

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.

General Classification Information Retrieval +3

The Cluster Description Problem - Complexity Results, Formulations and Approximations

no code implementations NeurIPS 2018 Ian Davidson, Antoine Gourru, S Ravi

Since the descriptors/tags were not given to the clustering method, this is not a semi-supervised learning situation.

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