Associate Professor of Computer Science @ Université Lumière Lyon 2
RadSum : PyTorch implementation of RadSum for GNN-RNN-based extractive summarization
Interactive Document Summarization. Raoufdine Said et Adrien Guille. Proceedings of the European Conference on Information Retrieval (ECIR), 2024
IDNE : TensorFlow implementation of IDNE for inductive document network representation learning
Inductive Document Network Embedding with Topic-Word Attention. Robin Brochier, Adrien Guille et Julien Velcin. Proceedings of the European Conference on Information Retrieval (ECIR), 2020
RLE : Python implementation of de la méthode RLE for document network representation learning
Document Network Projection in Pretrained Word Embedding Space. Antoine Gourru, Adrien Guille, Julien Velcin et Julien Jacques. Proceedings of the European Conference on Information Retrieval (ECIR), 2020
GVNR(-t) : TensorFlow implementation of GVNR for network representation learning
Global Vectors for Node Representations. Robin Brochier, Adrien Guille et Julien Velcin. Proceedings of the ACM World Wide Web Conference (WWW), 2019
pyMABED : Python implementation of MABED for event detection in Twitter
Event detection, tracking and visualization in Twitter: a mention-anomaly-based approach. Adrien Guille et Cécile Favre. Springer Social Network Analysis and Mining, vol. 5 (1), 2015
TOM : Python library for topic modeling and analysis
TOM: A library for topic modeling and browsing. Adrien Guille et Pavel Soriano. Actes de la Conférence Francophone sur l’Extraction et la Gestion des Connaissances (EGC), 2016
CATS : Open-source platform for tweet crawling
CATS: Collection and Analysis of Tweets made Simple. Ciprian-Octavian Truica, Adrien Guille et Michael Gauthier. Proceedings of the ACM Interntaional Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), 2016
SONDY : Open-source software for event detection and influence analysis in social media
SONDY: an open source platform for social dynamics mining and analysis. Adrien Guille, Cécile Favre, Hakim Hacid, Djamel A. Zighed. Proceedings of the ACM International Conference on Management of Data (SIGMOD), 2013
TweetStreamer : CLI tool to collect tweets