Adrien Guille

According to our database, Adrien Guille authored at least 32 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Exploring Semantics in Pretrained Language Model Attention.

Frederic Charpentier, Jairo Cugliari, Adrien Guille

Proceedings of the 13th Joint Conference on Lexical and Computational Semantics, 2024

Résumé interactif de documents.

Raoufdine Said, Adrien Guille

Proceedings of the Extraction et Gestion des Connaissances, 2024

Interactive Document Summarization.

Raoufdine Said, Adrien Guille

Proceedings of the Advances in Information Retrieval, 2024

2023

Classification de documents par un réseau de neurones opérant sur des graphes dans l'espace hyperbolique.

Adrien Guille, Hugo Attali

Proceedings of the Extraction et Gestion des Connaissances, 2023

Amélioration de l'architecture GAT par la prise en compte de la courbure des arêtes du graphe.

Hugo Attali, Adrien Guille, Stéphane Chrétien

Proceedings of the Extraction et Gestion des Connaissances, 2023

2022

Anchor Prediction: A Topic Modeling Approach.

Jean Dupuy, Adrien Guille, Julien Jacques

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021

Contextual-RTM: un cadre général pour la modélisation de thématiques dans les réseaux de documents.

Jean Dupuy, Adrien Guille, Julien Jacques

Proceedings of the Extraction et Gestion des Connaissances, 2021

2020

Document Network Projection in Pretrained Word Embedding Space.

Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques

Proceedings of the Advances in Information Retrieval, 2020

Inductive Document Network Embedding with Topic-Word Attention.

Robin Brochier, Adrien Guille, Julien Velcin

Proceedings of the Advances in Information Retrieval, 2020

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

Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin

Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020

2019

Document Network Embedding: Coping for Missing Content and Missing Links.

Jean Dupuy, Adrien Guille, Julien Jacques

CoRR, 2019

Link Prediction with Mutual Attention for Text-Attributed Networks.

Robin Brochier, Adrien Guille, Julien Velcin

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Global Vectors for Node Representations.

Robin Brochier, Adrien Guille, Julien Velcin

Proceedings of the World Wide Web Conference, 2019

2018

Peerus Review: a tool for scientific experts finding.

Robin Brochier, Adrien Guille, Julien Velcin, Benjamin Rothan, François Di Cioccio

CoRR, 2018

Impact of the Query Set on the Evaluation of Expert Finding Systems.

Robin Brochier, Adrien Guille, Benjamin Rothan, Julien Velcin

Proceedings of the 3rd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2018) co-located with the 41st International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018), 2018

Peerus Review: Un outil de recherche d'experts scientifiques.

Robin Brochier, Adrien Guille, Julien Velcin, Benjamin Rothan, François Di Cioccio

Proceedings of the Extraction et Gestion des Connaissances, 2018

Is Community Detection Fully Unsupervised? The Case of Weighted Graphs.

Victor Connes, Nicolas Dugué, Adrien Guille

Proceedings of the Complex Networks and Their Applications VII, 2018

2016

Topic modeling and hypergraph mining to analyze the EGC conference history.

Adrien Guille, Edmundo-Pavel Soriano-Morales, Ciprian-Octavian Truica

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

TOM: A library for topic modeling and browsing.

Adrien Guille, Edmundo-Pavel Soriano-Morales

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

CATS: Collection and Analysis of Tweets Made Simple.

Ciprian-Octavian Truica, Adrien Guille, Michaël Gauthier

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

2015

Event detection, tracking, and visualization in Twitter: a mention-anomaly-based approach.

Adrien Guille, Cécile Favre

Soc. Netw. Anal. Min., 2015

CommentWatcher: An Open Source Web-based platform for analyzing discussions on web forums.

Marian-Andrei Rizoiu, Adrien Guille, Julien Velcin

CoRR, 2015

2014

Diffusion de l'information dans les médias sociaux : modélisation et analyse. (Information diffusion in social media: modeling and analysis).

Adrien Guille

PhD thesis, 2014

Un système de détection de thématiques populaires sur Twitter.

Adrien Guille, Cécile Favre

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Une méthode pour la détection de thématiques populaires sur Twitter.

Adrien Guille, Cécile Favre

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

Mention-anomaly-based Event Detection and tracking in Twitter.

Adrien Guille, Cécile Favre

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

Information diffusion in online social networks: a survey.

Adrien Guille, Hakim Hacid, Cécile Favre, Djamel A. Zighed

SIGMOD Rec., 2013

Predicting the Temporal Dynamics of Information Diffusion in Social Networks

Adrien Guille, Hakim Hacid, Cécile Favre

CoRR, 2013

SONDY: an open source platform for social dynamics mining and analysis.

Adrien Guille, Cécile Favre, Hakim Hacid, Djamel A. Zighed

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Information diffusion in online social networks.

Adrien Guille

Proceedings of the 2013 SIGMOD/PODS Ph.D. Symposium, New York, NY, USA, June 23, 2013, 2013

2012

A predictive model for the temporal dynamics of information diffusion in online social networks.

Adrien Guille, Hakim Hacid

Proceedings of the 21st World Wide Web Conference, 2012

Une approche multidimensionnelle basée sur les comportements individuels pour la prédiction de la diffusion de l'information sur Twitter.

Adrien Guille, Hakim Hacid, Cécile Favre

Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012