Publications

Conferences:

• Brochier, R. and Béchet, F. (2021). Predicting Links on Wikipedia with Anchor Text Information. 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '21), July 11--15, 2021, Virtual Event, Canada
• Brochier, R., Guille, A., and Velcin, J. (2020). Inductive Document Network Embedding with Topic-Word Attention. 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14–17, 2020 [Video] [Code] Brochier, R., Guille, A., and Velcin, J. (2019). Global Vectors for Node Representations. 2019 World Wide Web Conference. International World Wide Web Conferences Steering Committee. [Code]

Workshops:

• Brochier, R., Gourru, A., Guille, A., and Velcin, J. (2020). New datasets and a benchmark of document network embedding methods for scientific expert finding. Bibliometric-enhanced Information Retrieval: 10th International BIR Workshop at ECIR, 2020. [Code]
• Brochier, R., Guille, A., and Velcin, J. (2019). Link Prediction with Mutual Attention for Text-Attributed Networks. The Web Conference 2019. International World Wide Web Conferences Steering Committee.
• Brochier, R., Guille, A., Rothan, B., and Velcin, J. (2018). Impact of the Query Set on the Evaluation of Expert Finding Systems. In BIRNDL 2018 (SIGIR 2018). [Code]

Thesis:

• Brochier, R. (2020). Apprentissage de Représentation dans les Réseaux de Documents: Application à la Littérature Scientifique. (Representation Learning in Document Networks: Application to the Scientific Literature) Université Lumière Lyon 2

Others:

• Brochier, R. (2019). Representation Learning for Recommender Systems with Application to the Scientific Literature. The Web Conference 2019. International World Wide Web Conferences Steering Committee.
• Brochier, R. (2019). Apprentissage de Représentation appliqué à la Recommandation pour la Littérature Scientifique. Conférence jointe CORIA-EARIA 2019.
• Brochier, R., Guille, A., Velcin, J., Rothan, B., and Cioccio, D. (2018). Peerus Review : Un Outil de Recherche d’Experts Scientifiques (Peerus Review: a tool for scientific experts finding). In EGC 2018.