Márton Kardos

According to our database, Márton Kardos authored at least 18 papers between 2023 and 2026.

Collaborative distances:

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

2026

Naturalistic measure of social norms alignment.

Yevhen Kostiuk, Kenneth C. Enevoldsen, Peter Bjerregaard Vahlstrup, Márton Kardos, Kristoffer L. Nielbo

CoRR, May, 2026

Improving reasoning at inference time via uncertainty minimisation.

Nicolas Legrand, Kenneth C. Enevoldsen, Márton Kardos, Kristoffer L. Nielbo

CoRR, March, 2026

Topeax - An Improved Clustering Topic Model with Density Peak Detection and Lexical-Semantic Term Importance.

Márton Kardos

CoRR, January, 2026

2025

Dynaword: From One-shot to Continuously Developed Datasets.

Kenneth C. Enevoldsen, Kristian Nørgaard Jensen, Jan Kostkan, Balázs Szabó, Márton Kardos, Kirten Vad, Johan Heinsen, Andrea Blasi Núñez, Gianluca Barmina, Jacob Nielsen, Rasmus Larsen, Peter Bjerregaard Vahlstrup, Per Møldrup-Dalum, Desmond Elliott, Lukas Galke, Peter Schneider-Kamp, Kristoffer L. Nielbo

CoRR, August, 2025

Turftopic: Topic Modelling with Contextual Representations from Sentence Transformers.

Márton Kardos, Kenneth C. Enevoldsen, Jan Kostkan, Ross Deans Kristensen-McLachlan, Roberta Rocca

J. Open Source Softw., July, 2025

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks.

Isaac Chung, Imene Kerboua, Márton Kardos, Roman Solomatin, Kenneth C. Enevoldsen

CoRR, June, 2025

MMTEB: Massive Multilingual Text Embedding Benchmark.

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

CoRR, February, 2025

Modeling Multilayered Complexity in Literary Texts.

Pascale Feldkamp, Márton Kardos, Kristoffer L. Nielbo, Yuri Bizzoni

Proceedings of the Joint 25th Nordic Conference on Computational Linguistics and 11th Baltic Conference on Human Language Technologies, 2025

topicwizard - a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation.

Márton Kardos, Kenneth C. Enevoldsen, Kristoffer L. Nielbo

Proceedings of the 8th International Conference on Natural Language and Speech Processing, 2025

MMTEB: Massive Multilingual Text Embedding Benchmark.

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.

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Mieb: Massive Image Embedding Benchmark.

Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth C. Enevoldsen, Niklas Muennighoff

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

S³ - Semantic Signal Separation.

Márton Kardos, Jan Kostkan, Kenneth C. Enevoldsen, Arnault-Quentin Vermillet, Kristoffer L. Nielbo, Roberta Rocca

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

S³ - Semantic Signal Separation.

Márton Kardos, Jan Kostkan, Arnault-Quentin Vermillet, Kristoffer L. Nielbo, Kenneth C. Enevoldsen, Roberta Rocca

CoRR, 2024

Non-Canonical Acts and their Topical Distribution.

Christian Vrangbæk, Eva Vrangbæk, Márton Kardos, Kristoffer L. Nielbo, Jacob Mortensen

SemDH@ESWC, 2024

The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding.

Kenneth C. Enevoldsen, Márton Kardos, Niklas Muennighoff, Kristoffer L. Nielbo

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media.

Ross Deans Kristensen-McLachlan, Rebecca M. M. Hicke, Márton Kardos, Mette Thunø

Proceedings of the Computational Humanities Research Conference 2024, 2024

2023

Chatbots Are Not Reliable Text Annotators.

Ross Deans Kristensen-McLachlan, Miceal Canavan, Márton Kardos, Mia Jacobsen, Lene Aarøe

CoRR, 2023

OdyCy - A general-purpose NLP pipeline for Ancient Greek.

Jan Kostkan, Márton Kardos, Jacob Mortensen, Kristoffer Laigaard Nielbo

Proceedings of the 7th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, 2023