Chatbots Are Not Reliable Text Annotators. - Ross Deans Kristensen-McLachlan; Miceal Canavan; Márton Kardos; Mia Jacobsen; Lene Aarøe (CoRR, 2023)

Context is Key(NMF): Modelling Topical Information Dynamics in Chinese Diaspora Media. - Ross Deans Kristensen-McLachlan; Rebecca M. M. Hicke; Márton Kardos; Mette Thunø (CHR, 2024)

The Scandinavian Embedding Benchmarks: Comprehensive Assessment of Multilingual and Monolingual Text Embedding. - Kenneth C. Enevoldsen; Márton Kardos; Niklas Muennighoff; Kristoffer L. Nielbo (NeurIPS, 2024)

Non-Canonical Acts and their Topical Distribution. - Christian Vrangbæk; Eva Vrangbæk; Márton Kardos; Kristoffer L. Nielbo; Jacob Mortensen (SemDH@ESWC, 2024)

S3 - Semantic Signal Separation. - Márton Kardos; Jan Kostkan; Arnault-Quentin Vermillet; Kristoffer L. Nielbo; Kenneth C. Enevoldsen; Roberta Rocca (CoRR, 2024)

S³ - Semantic Signal Separation. - Márton Kardos; Jan Kostkan; Kenneth C. Enevoldsen; Arnault-Quentin Vermillet; Kristoffer L. Nielbo; Roberta Rocca (ACL (1), 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; et al. (ICLR, 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; et al. (CoRR, 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 (CoRR, 2025)

topicwizard - a Modern, Model-agnostic Framework for Topic Model Visualization and Interpretation. - Márton Kardos; Kenneth C. Enevoldsen; Kristoffer Laigaard Nielbo (CoRR, 2025)

Maintaining MTEB: Towards Long Term Usability and Reproducibility of Embedding Benchmarks. - Isaac Chung; Imene Kerboua; Márton Kardos; Roman Solomatin; Kenneth C. Enevoldsen (CoRR, 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., 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 001; Peter Bjerregaard Vahlstrup; et al. (CoRR, 2025)