Publications
See my Google Scholar profile for additional bibliographic information.
2024
Exploring Semantics in Pretrained Language Model Attention by Frédéric Charpentier, Jairo Cugliari, Adrien Guille. 13th Joint Conference on Lexical and Computational Semantics, co-located with NAACL (StarSEM @ NAACL) , Mexico City (Mexico), 2024Code: https://anonymous.4open.science/r/sem_LM_att-322F/ Interactive Document Summarization by Raoufdine Said, Adrien Guille. European Conference on Information Retrieval (ECIR) , Glasgow (UK), 2024CORE A Code: https://github.com/Baragouine/radsum Exploration de la sémantique dans l’attention d’un modèle de langue pré-entraîné by Frédéric Charpentier, Jairo Cugliari, Adrien Guille. 26ème Conférence sur l’Apprentissage Automatique (CAP) , Lille (France), 2024Défi TextMine’24 : Reconnaissance d’entités géographiques dans un corpus des Instructions nautiques by Helen Mair Rawsthorne, Nathalie Abadie, Adrien Guille, Pascal Cuxac, Cédric Lopez. Atelier Fouille de Textes (TextMine @ EGC) , Dijon (France), 2024Résumé interactif de documents by Raoufdine Said, Adrien Guille. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Dijon (France), 2024
2023
2022
Document Classification with Hierarchical Graph Neural Networks by Adrien Guille, Hugo Attali. 18th International Workshop on
Mining and Learning with Graphs (MLG @ ECML-PKDD) , Grenoble (France), 2022Anchor Prediction: A Topic Modeling Approach by Jean Dupuy, Adrien Guille, Julien Jacques. International Wikimedia Workshop (Wiki @ WWW) , Online, 2022Classification interprétable de documents à l’aide d’un réseau de neurones opérant sur des graphes by Adrien Guille, Hugo Attali. Atelier Fouille de Textes (TextMine @ EGC) , Blois (France), 2022
2021
2020
Inductive Document Network Embedding with Topic-Word Attention by Robin Brochier, Adrien Guille, Julien Velcin. European Conference on Information Retrieval (ECIR) , Lisbon (Portugal), 2020CORE A Code: https://github.com/brochier/idne Document Network Projection in Pretrained Word Embedding Space by Antoine Gourru, Adrien Guille, Julien Velcin, Julien Jacques. European Conference on Information Retrieval (ECIR) , Lisbon (Portugal), 2020CORE A Code : https://github.com/AntoineGourru/DNEmbedding New Datasets and a Benchmark of Document Network Embedding Methods for Scientific Expert Finding by Robin Brochier, Antoine Gourru, Adrien Guille, Julien Velcin. International Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL @ ECIR) , Lisbon (Portugal), 2020Document Network Embedding: Coping for Missing Links and Missing Content by Jean Dupuy, Adrien Guille, Julien Jacques. Presented at the student competition, International ACM Symposium on Applied Computing (SAC) , Brno (Czech Republic), 2020
2019
2018
Is community detection fully unsupervised ? The case of weighted graphs by Victor Connes, Nicolas Dugué, Adrien Guille. International Conference on Complex Networks and Their Applications (Complex Networks) , Cambridge (UK), 2018Impact of the Query Set on the Evaluation of Expert Finding Systems by Robin Brochier, Adrien Guille, Benjamin Rothan, Julien Velcin. International Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL @ SIGIR) , Ann Arbor (USA), 2018Code : https://github.com/brochier/impact_query_expert_finding Peerus Review: Un outil de recherche d’experts scientifiques by Robin Brochier, Adrien Guille, Julien Velcin, Benjamin Rothan, François Di Cioccio. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Paris (France), 2018
2017
2016
CATS: Collection and Analysis of Tweets made Simple by Ciprian-Octavian Truica, Adrien Guille, Michael Gauthier. International ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW) , San Francisco (USA), 2016CORE A Code : https://github.com/CATS-Project Topic modeling and hypergraph mining to analyze the EGC conference history by Adrien Guille, Pavel Soriano, Ciprian Truica. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Reims (France), 2016Best Paper Award (challenge) TOM: A library for topic modeling and browsing by Adrien Guille, Pavel Soriano. Conférence française sur l’Extraction et la Gestion des Connaissances (EGC) , Reims (France), 2016Code : https://github.com/AdrienGuille/TOM
2015
2014
Diffusion de l’information dans les médias sociaux : modélisation et analyse by Adrien Guille. Thèse de doctorat , Lyon (France), 2014Mention-anomaly-based event detection and tracking in Twitter by Adrien Guille, Cécile Favre. International IEEE/ACM Conference on Advances in Social Network Analysis and Mining (ASONAM) , Beijin (China), 2014Code : https://github.com/AdrienGuille/pyMABED Une méthode pour la détection de thématiques populaires sur Twitter by Adrien Guille, Cécile Favre. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Rennes (France), 2014Un système de détection de thématiques populaires sur Twitter (démonstration) by Adrien Guille, Cécile Favre. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Rennes (France), 2014Vidéo: https://www.youtube.com/watch?v=_FAClDuDCNs
2013
Information diffusion in online social networks: a survey by Adrien Guille, Hakim Hacid, Cécile Favre, Djamel A. Zighed. ACM SIGMOD Record, vol. 42 (2) , 2013Q1 Highly Cited: ranks in the top 1% by citations for field and year (Thomson Reuters Web of Science) Information diffusion in online social networks by Adrien Guille. International ACM SIGMOD/PODS Ph.D. Symposium , New York (USA), 2013ACM Student Travel Award SONDY: an open source platform for social dynamics mining and analysis by Adrien Guille, Cécile Favre, Hakim Hacid, Djamel A. Zighed. International ACM Conference on Management of Data (SIGMOD) , New York (USA), 2013CORE A *Code: https://github.com/AdrienGuille/SONDY Une plateforme open-source d’analyse et de fouille pour les réseaux sociaux en ligne. Adrien Guille, Cécile Favre, Djamel Zighed. Conférence sur l’Extraction et la Gestion des Connaissances (EGC) , Toulouse (France), 2013Code: https://github.com/AdrienGuille/SONDY
2012