Márton Kardos

Junior Developer, School of Communication and Culture, Aarhus University

Joined

February 2024

Names

Márton Kardos (Preferred)

Emails

****@uni.au.dk (Confirmed)

****@gmail.com

Personal Links

Career & Education History

Junior Developer

School of Communication and Culture, Aarhus University (au.dk)

2021 – Present

Undergrad student

School of Culture and Cognition, Aarhus University (au.dk)

2021 – 2024

Advisors, Relations & Conflicts

Coauthor

Kristoffer Nielbo

2021 – Present

Coauthor

Kenneth Enevoldsen

2021 – Present

Coauthor

Roberta Rocca

2021 – Present

Expertise

Topic Modeling

Bayesian Statistics

NLP

Model Interpretability

Present

Publications

Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media
Ross Deans Kristensen-McLachlan, Rebecca M. M. Hicke, Márton Kardos, Mette Thunø
- Computational Humanities Research 2024
- Readers: Everyone
Topeax - An Improved Clustering Topic Model with Density Peak Detection and Lexical-Semantic Term Importance
Márton Kardos
- CoRR 2026
- Readers: Everyone
Dynaword: From One-shot to Continuously Developed Datasets
Kenneth Enevoldsen, Kristian Nørgaard Jensen, Jan Kostkan, Balázs Szabó, Márton Kardos, Kirsten 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 Nielbo
- To be submitted (ArXiv)
- Readers: Everyone
MIEB: Massive Image Embedding Benchmark
Chenghao Xiao, Isaac Chung, Imene Kerboua, Jamie Stirling, Xin Zhang, Márton Kardos, Roman Solomatin, Noura Al Moubayed, Kenneth Enevoldsen, Niklas Muennighoff
- OpenReview Archive Direct Upload
- Readers: Everyone
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 2025
- Readers: Everyone
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. 2025
- Readers: Everyone
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks
Isaac Chung, Imene Kerboua, Márton Kardos, Roman Solomatin, Kenneth C. Enevoldsen
- CoRR 2025
- Readers: Everyone
Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks
Isaac Chung, Imene Kerboua, Márton Kardos, Roman Solomatin, Kenneth Enevoldsen
- CODEML@ICML25
- Readers: Everyone
topicwizard - a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation
Márton Kardos, Kenneth C. Enevoldsen, Kristoffer Laigaard Nielbo
- CoRR 2025
- Readers: Everyone
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
- CoRR 2025
- Readers: Everyone

View all 24 publications

Co-Authors

View all 126 co-authors