Wissam Siblini

32 papers A* 3A 1B 4Journal 14Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	MMTEB: Massive Multilingual Text Embedding Benchmark. ICLR Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Veysel Çagatan, Akash Kundu, et al.
2025	J	`jnl`	MMTEB: Massive Multilingual Text Embedding Benchmark. CoRR Kenneth C. Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzeminski, Genta Indra Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Gabriel Sequeira, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çagatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafal Poswiata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Philipp Harries, Loïc Magne, Isabelle Mohr, Mariya Hendriksen, Dawei Zhu, Hippolyte Gisserot-Boukhlef, Tom Aarsen, Jan Kostkan, Konrad Wojtasik, Taemin Lee, Marek Suppa, Crystina Zhang, Roberta Rocca, Mohammed Hamdy, Andrianos Michail, John Yang, Manuel Faysse, Aleksei Vatolin, Nandan Thakur, Manan Dey, Dipam Vasani, Pranjal A. Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lù, Jordan Clive, Gayatri Krishnakumar, Anna Maksimova, Silvan Wehrli, Maria Tikhonova, Henil Panchal, Aleksandr Abramov, Malte Ostendorff, Zheng Liu, Simon Clematide, Lester James V. Miranda, Alena Fenogenova, Guangyu Song, Ruqiya Bin Safi, Wen-Ding Li, Alessia Borghini, Federico Cassano, Hongjin Su, Jimmy Lin, Howard Yen, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff
2025	—	`conf`	MTEB-FR: une expérience à large échelle pour l'apprentissage de représentation en français. EGC Wissam Siblini, Mathieu Ciancone, Imene Kerboua, Marion Schaeffer
2024	J	`jnl`	Assessment of catastrophic forgetting in continual credit card fraud detection. Expert Syst. Appl. Bertrand Lebichot, Wissam Siblini, Gian Marco Paldino, Yann-Aël Le Borgne, Frédéric Oblé, Gianluca Bontempi
2024	J	`jnl`	Extending the Massive Text Embedding Benchmark to French. CoRR Mathieu Ciancone, Imene Kerboua, Marion Schaeffer, Wissam Siblini
2024	J	`jnl`	The role of diversity and ensemble learning in credit card fraud detection. Adv. Data Anal. Classif. Gian Marco Paldino, Bertrand Lebichot, Yann-Aël Le Borgne, Wissam Siblini, Frédéric Oblé, Giacomo Boracchi, Gianluca Bontempi
2023	—	`conf`	Résolution d'entités pour améliorer la qualité des données transactionnelles dans un système de santé. EGC Tarek Benkhelif, Wissam Siblini
2022	J	`jnl`	Efficient Open Domain Question Answering With Delayed Attention in Transformer-Based Models. Int. J. Data Warehous. Min. Wissam Siblini, Mohamed Challal, Charlotte Pasqual
2022	—	`conf`	Expressive and Intuitive Models for Automated Context Representation Learning in Credit-Card Fraud Detection. LOD (2) Kanishka Ghosh Dastidar, Wissam Siblini, Michael Granitzer
2022	J	`jnl`	NAG: neural feature aggregation framework for credit card fraud detection. Knowl. Inf. Syst. Kanishka Ghosh Dastidar, Johannes Jurgovsky, Wissam Siblini, Michael Granitzer
2022	A	`conf`	The Importance of Future Information in Credit Card Fraud Detection. AISTATS Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
2022	J	`jnl`	The Importance of Future Information in Credit Card Fraud Detection. CoRR Van Bach Nguyen, Kanishka Ghosh Dastidar, Michael Granitzer, Wissam Siblini
2021	J	`jnl`	A Review on Dimensionality Reduction for Multi-Label Classification. IEEE Trans. Knowl. Data Eng. Wissam Siblini, Pascale Kuntz, Frank Meyer
2021	J	`jnl`	Incremental learning strategies for credit cards fraud detection. Int. J. Data Sci. Anal. Bertrand Lebichot, Gian Marco Paldino, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé, Gianluca Bontempi
2021	—	`conf`	Interaction retardée dans l'encodeur du Transformer pour répondre efficacement aux questions dans un domaine ouvert. EGC Wissam Siblini, Mohamed Challal, Charlotte Pasqual
2021	—	`conf`	Towards a more Robust Evaluation for Conversational Question Answering. ACL/IJCNLP (2) Wissam Siblini, Baris Sayil, Yacine Kessaci
2021	J	`jnl`	Transfer Learning for Credit Card Fraud Detection: A Journey from Research to Production. CoRR Wissam Siblini, Guillaume Coter, Rémy Fabry, Liyun He-Guelton, Frédéric Oblé, Bertrand Lebichot, Yann-Aël Le Borgne, Gianluca Bontempi
2020	J	`jnl`	Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering. CoRR Wissam Siblini, Mohamed Challal, Charlotte Pasqual
2020	B	`conf`	Incremental learning strategies for credit cards fraud detection: Extended abstract. DSAA Bertrand Lebichot, Gian Marco Paldino, Gianluca Bontempi, Wissam Siblini, Liyun He-Guelton, Frédéric Oblé
2020	B	`conf`	Master Your Metrics with Calibration. IDA Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
2020	A*	`conf`	NAG: Neural feature aggregation framework for credit card fraud detection. ICDM Kanishka Ghosh Dastidar, Johannes Jurgovsky, Wissam Siblini, Liyun He-Guelton, Michael Granitzer
2020	—	`conf`	Système de question-réponse multilingue appliqué aux agents conversationnels. EGC Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois
2019	B	`conf`	A Count-sketch to Reduce Memory Consumption when Training a Model with Gradient Descent. IJCNN Wissam Siblini, Frank Meyer, Pascale Kuntz
2019	B	`conf`	Anomaly Detection, Consider Your Dataset First An Illustration on Fraud Detection. ICTAI Ayman Alazizi, Amaury Habrard, François Jacquenet, Liyun He-Guelton, Frédéric Oblé, Wissam Siblini
2019	—	`conf`	CRAFTML, une forêt aléatoire efficace pour l'apprentissage multi-label extrême. EGC Wissam Siblini, Frank Meyer, Pascale Kuntz
2019	J	`jnl`	Master your Metrics with Calibration. CoRR Wissam Siblini, Jordan Fréry, Liyun He-Guelton, Frédéric Oblé, Yi-Qing Wang
2019	J	`jnl`	Multilingual Question Answering from Formatted Text applied to Conversational Agents. CoRR Wissam Siblini, Charlotte Pasqual, Axel Lavielle, Cyril Cauchois
2018	—	`—`	Apprentissage multi-label extrême: Comparaisons d'approches et nouvelles propositions. (Extreme multi-label learning: comparisons of approaches and new proposals). Wissam Siblini
2018	A*	`conf`	CRAFTML, an Efficient Clustering-based Random Forest for Extreme Multi-label Learning. ICML Wissam Siblini, Frank Meyer, Pascale Kuntz
2018	J	`jnl`	VIPE: A new interactive classification framework for large sets of short texts - application to opinion mining. CoRR Wissam Siblini, Frank Meyer, Pascale Kuntz
2017	—	`conf`	Supervised Feature Space Reduction for Multi-Label Nearest Neighbors. IEA/AIE (1) Wissam Siblini, Réda Alami, Frank Meyer, Pascale Kuntz
2017	—	`conf`	VIPE : un outil interactif de classification multilabel de messages courts. EGC Frank Meyer, Sylvie Tricot, Pascale Kuntz, Wissam Siblini