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2020 – today
- 2026
[i8]Alexandre Lacoste, Nicolas Gontier, Oleh Shliazhko, Aman Jaiswal, Kusha Sareen, Shailesh Nanisetty, Joan Cabezas, Manuel Del Verme, Omar G. Younis, Simone Baratta, Matteo Avalle, Imene Kerboua, Xing Han Lù, Elron Bandel, Michal Shmueli-Scheuer, Asaf Yehudai, Leshem Choshen, Jonathan Lebensold, Sean Hughes, Massimo Caccia, Alexandre Drouin, Siva Reddy, Tao Yu, Yu Su, Graham Neubig, Dawn Song:
CUBE: A Standard for Unifying Agent Benchmarks. CoRR abs/2603.15798 (2026)- [i7]Alejandra Zambrano, Sara Vera Marjanovic, Imene Kerboua, Xing Han Lù, Leila Kosseim:
Does The Way You Plan Matter? An Empirical Study of Planning Representations for LLM Web Agents. CoRR abs/2605.29927 (2026) - 2025
- [c4]Wissam Siblini, Mathieu Ciancone, Imene Kerboua, Marion Schaeffer:
MTEB-FR: une expérience à large échelle pour l'apprentissage de représentation en français. EGC 2025: 219-230 - [c3]Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth C. Enevoldsen, Niklas Muennighoff:
Mieb: Massive Image Embedding Benchmark. ICCV 2025: 22187-22198 - [c2]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.:
MMTEB: Massive Multilingual Text Embedding Benchmark. ICLR 2025 - [i6]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:
MMTEB: Massive Multilingual Text Embedding Benchmark. CoRR abs/2502.13595 (2025) - [i5]Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth C. Enevoldsen, Niklas Muennighoff:
MIEB: Massive Image Embedding Benchmark. CoRR abs/2504.10471 (2025) - [i4]Isaac Chung, Imene Kerboua, Márton Kardos, Roman Solomatin, Kenneth C. Enevoldsen:
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks. CoRR abs/2506.21182 (2025) - [i3]Imene Kerboua, Sahar Omidi Shayegan, Megh Thakkar, Xing Han Lù, Massimo Caccia, Véronique Eglin, Alexandre Aussem, Jérémy Espinas, Alexandre Lacoste:
LineRetriever: Planning-Aware Observation Reduction for Web Agents. CoRR abs/2507.00210 (2025) - [i2]Imene Kerboua, Sahar Omidi Shayegan, Megh Thakkar, Xing Han Lù, Léo Boisvert, Massimo Caccia, Jérémy Espinas, Alexandre Aussem, Véronique Eglin, Alexandre Lacoste:
FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents. CoRR abs/2510.03204 (2025) - 2024
- [i1]Mathieu Ciancone, Imene Kerboua, Marion Schaeffer, Wissam Siblini:
Extending the Massive Text Embedding Benchmark to French. CoRR abs/2405.20468 (2024) - 2020
- [c1]Lamia Berkani, Imene Kerboua, Sofiane Zeghoud:
Recommandation Hybride basée sur l'Apprentissage Profond. EDA 2020: 69-76
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