Publications

Representation Learning


Writing Style Author Embedding Evaluation. Terreau, E., Gourru, A., Velcin, J., 2nd Workshop on Evaluation and Comparison of NLP Systems
Apprentissage de Représentation d'Auteurs et de Documents. Gourru, A., Yadav, R., Velcin, J., EGC 2021
Gaussian Embedding of Linked Documents from a Pretrained Semantic Space. Gourru, A., Velcin, J., Jacques, J., IJCAI 2020
Document network projection in pretrained word embedding space. Gourru, A., Guille, A., Velcin, J., Jacques, J., ECIR 2020
New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding. Brochier, R., Gourru, A., Guille, A., Velcin, J., BIR@ECIR 2020
Tri-clustering pour données de comptage. Selosse, M., Gourru, A., Jacques, J., & Velcin, J., communication in JDS 2019
Document Network Projection in pretrained word embedding space. Gourru, A., Velcin J., E., Jacques J., Guille A., Poster in Workshop on Representation Learning For Complex Data 2019


Explainable AI


Behavioral Differences - Insights, Explanations and Comparisons of French and US Twitter Usage During Elections. Davidson, I., Gourru, A., Velcin J., Wue, Y., SNAM, 2019
The Cluster Description Problem - Complexity Results, Formulations and Approximations. Davidson, I., Gourru, A., Ravi, S., NeurIPS 2018
Readitopics: Make your topic models readable via labeling and browsing. Velcin, J., Gourru, A., Giry-Fouquet, E., Gravier, C., Roche, M., & Poncelet, P., IJCAI Demo 2018
United We Stand: Using Multiple Strategies for Topic Labeling. Gourru, A., Velcin, J., Roche, M., Gravier, C., & Poncelet, P., NLDB 2018
Community structure and information diffusion in social networks. Gourru, A., Giry-Fouquet, E., Davidson, I., & Velcin, J., Poster StatLearn 2018

Demos

Our method applied to the publication of all members in our lab (in progress)
Visualisation of Twitter Data on American Primary Election, 2018