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Meno a priezvisko:
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Mgr. Marek Šuppa
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Typ dokumentu:
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Vedecko/umelecko-pedagogická charakteristika osoby
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Názov vysokej školy:
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Univerzita Komenského v Bratislave
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Sídlo vysokej školy:
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Šafárikovo námestie 6, 818 06 Bratislava
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| V.5.a - Názov predmetu | V.5.b - Študijný program | V.5.c - Stupeň | V.5.d - Študijný odbor |
|---|---|---|---|
| Spracovanie prirodzeného jazyka | Kognitívna veda | II. |
Mubashara Akhtar, Anka Reuel, Prajna Soni, Sanchit Ahuja, Pawan Sasanka Ammanamanchi, Ruchit Rawal, Vilém Zouhar, Srishti Yadav, Chenxi Whitehouse, Dayeon Ki, Jennifer Mickel, Leshem Choshen, Marek Suppa, Jan Batzner, Jenny Chim, Jeba Sania, Yanan Long, Hossein A. Rahmani, Christina Q Knight, Yiyang Nan, Jyoutir Raj, Yu Fan, Shubham Singh, Subramanyam Sahoo, Eliya Habba, Usman Gohar, Siddhesh Milind Pawar, Robert Scholz, Arjun Subramonian, Jingwei Ni, Mykel Kochenderfer, Sanmi Koyejo, Mrinmaya Sachan, Stella Biderman, Zeerak Talat, Avijit Ghosh, Irene Solaiman (2026). When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation. Proceedings of the 43rd International Conference on Machine Learning, PMLR 306, 1602–1629. https://proceedings.mlr.press/v306/akhtar26a.html
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzemiński, Genta Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çağatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafał Poświata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Harries, Loïc Magne, Isabelle Mohr, 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 Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Mariya Hendriksen, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lu, Jordan Clive, Gayatri K, Maksimova Anna, 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, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff (2025). MMTEB: Massive Multilingual Text Embedding Benchmark. International Conference on Learning Representations (ICLR 2025). https://proceedings.iclr.cc/paper_files/paper/2025/hash/fc0e3f908a2116ba529ad0a1530a3675-Abstract-Conference.html
Marek Suppa, Andrej Ridzik, Daniel Hládek, Natália Kňažeková, Viktória Ondrejová (2026). SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, Volume 1: Long Papers, 45597–45628. https://aclanthology.org/2026.acl-long.2114/
Marek Šuppa, Ivan Vykopal, Andrej Ridzik, Kristián Sopkovič, Natália Kňažeková, Jaroslav Kopcan, Miroslav Blstak, Viktória Ondrejová, Daniel Hládek, Michal Gregor, Martin Tamajka, Marian Simko (2026). sk-bench: A Native-First Benchmark for Evaluating Large Language Models in Slovak. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 60008–60055. https://aclanthology.org/2026.emnlp-main.2639/
Marek Šuppa, Jaroslav Kopcan (2026). Tool-Creating LLM Agents Gain Little from Keeping Their Tools. Conference on Language Modeling (COLM 2026). https://proceedings.colm.cc/paper_files/paper/2026/hash/871ac99fdc5282d0301934d23945ebaa-Abstract-Conference.html
Mubashara Akhtar, Anka Reuel, Prajna Soni, Sanchit Ahuja, Pawan Sasanka Ammanamanchi, Ruchit Rawal, Vilém Zouhar, Srishti Yadav, Chenxi Whitehouse, Dayeon Ki, Jennifer Mickel, Leshem Choshen, Marek Suppa, Jan Batzner, Jenny Chim, Jeba Sania, Yanan Long, Hossein A. Rahmani, Christina Q Knight, Yiyang Nan, Jyoutir Raj, Yu Fan, Shubham Singh, Subramanyam Sahoo, Eliya Habba, Usman Gohar, Siddhesh Milind Pawar, Robert Scholz, Arjun Subramonian, Jingwei Ni, Mykel Kochenderfer, Sanmi Koyejo, Mrinmaya Sachan, Stella Biderman, Zeerak Talat, Avijit Ghosh, Irene Solaiman (2026). When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation. Proceedings of the 43rd International Conference on Machine Learning, PMLR 306, 1602–1629. https://proceedings.mlr.press/v306/akhtar26a.html
Kenneth Enevoldsen, Isaac Chung, Imene Kerboua, Márton Kardos, Ashwin Mathur, David Stap, Jay Gala, Wissam Siblini, Dominik Krzemiński, Genta Winata, Saba Sturua, Saiteja Utpala, Mathieu Ciancone, Marion Schaeffer, Diganta Misra, Shreeya Dhakal, Jonathan Rystrøm, Roman Solomatin, Ömer Çağatan, Akash Kundu, Martin Bernstorff, Shitao Xiao, Akshita Sukhlecha, Bhavish Pahwa, Rafał Poświata, Kranthi Kiran GV, Shawon Ashraf, Daniel Auras, Björn Plüster, Jan Harries, Loïc Magne, Isabelle Mohr, 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 Chitale, Simone Tedeschi, Nguyen Tai, Artem Snegirev, Mariya Hendriksen, Michael Günther, Mengzhou Xia, Weijia Shi, Xing Han Lu, Jordan Clive, Gayatri K, Maksimova Anna, 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, Lasse Hansen, Sara Hooker, Chenghao Xiao, Vaibhav Adlakha, Orion Weller, Siva Reddy, Niklas Muennighoff (2025). MMTEB: Massive Multilingual Text Embedding Benchmark. International Conference on Learning Representations (ICLR 2025). https://proceedings.iclr.cc/paper_files/paper/2025/hash/fc0e3f908a2116ba529ad0a1530a3675-Abstract-Conference.html
Marek Suppa, Andrej Ridzik, Daniel Hládek, Natália Kňažeková, Viktória Ondrejová (2026). SkMTEB: Slovak Massive Text Embedding Benchmark and Model Adaptation. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics, Volume 1: Long Papers, 45597–45628. https://aclanthology.org/2026.acl-long.2114/
Marek Šuppa, Ivan Vykopal, Andrej Ridzik, Kristián Sopkovič, Natália Kňažeková, Jaroslav Kopcan, Miroslav Blstak, Viktória Ondrejová, Daniel Hládek, Michal Gregor, Martin Tamajka, Marian Simko (2026). sk-bench: A Native-First Benchmark for Evaluating Large Language Models in Slovak. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 60008–60055. https://aclanthology.org/2026.emnlp-main.2639/
Marek Šuppa, Jaroslav Kopcan (2026). Tool-Creating LLM Agents Gain Little from Keeping Their Tools. Conference on Language Modeling (COLM 2026). https://proceedings.colm.cc/paper_files/paper/2026/hash/871ac99fdc5282d0301934d23945ebaa-Abstract-Conference.html
MIMEDIS: Vplyv mediálneho diskurzu na postoje k migrácii, migrujúcim ľuďom a migračnej politike na Slovensku. APVV-21-0114, obdobie riešenia 1. 7. 2022 – 30. 6. 2026. Spoločný projekt FSEV UK, Katedry aplikovanej informatiky FMFI UK a Kempelenovho inštitútu inteligentných technológií. Účasť v riešiteľskom tíme FMFI UK. https://cogsci.fmph.uniba.sk/MIMEDIS/indexSK.html
Patenty a patentová prihláška
Spolupôvodca troch udelených amerických patentov a jednej zverejnenej americkej patentovej prihlášky. Majiteľom patentov a prihlasovateľom prihlášky je Cisco Technology, Inc.
Udelené patenty
US12547835B2. Automatic extraction of semantically similar question topics. Marek Šuppa, Daniela Jašš, Katarína Kozáková, Daniel Skala. Udelený 10. 2. 2026. https://patents.google.com/patent/US12547835B2/en
US12430912B2. Audience re-engagement during large online meetings. Marek Šuppa, Andrej Švec, Andrej Baran, Tomas Sirny. Udelený 30. 9. 2025. https://patents.google.com/patent/US12430912B2/en
US12149493B1. Automatic poll generation based on user communications. Peter Hraška, Marek Šuppa, Andrej Švec, Samuel Sučík, Daniel Skala, Jakub Tomiš, Ján Podmajerský. Udelený 19. 11. 2024. https://patents.google.com/patent/US12149493B1/en
Zverejnená patentová prihláška
US20260044552A1. Knowledge retrieval during online communication sessions. Peter Hraška, Andrej Švec, Miriama Krížková, Marek Šuppa. Patentová prihláška zverejnená 12. 2. 2026. Prihlasovateľ: Cisco Technology, Inc. https://patents.google.com/patent/US20260044552A1/en
Technické zverejnenia
Spoluautor štyroch technických zverejnení v Technical Disclosure Commons (Defensive Publications Series).
Real-time audience analytics system for measuring engagement and sentiment during live presentations. 27. 6. 2023. https://www.tdcommons.org/dpubs_series/6007/
MultimodeVote: Multimodal poll participation system. 26. 6. 2024. https://www.tdcommons.org/dpubs_series/7139/
A multimodal system and method for dynamic simplification of complex content. 25. 9. 2024. https://www.tdcommons.org/dpubs_series/7378/
Automating multi-tier user feedback collection based on device usage. 3. 10. 2024. https://www.tdcommons.org/dpubs_series/7401/
Ocenenie
Best Paper Award na SemEval 2026 za prácu RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar (Marek Šuppa, Viktória Ondrejová, Lucia Ganajová, Gregor Karetka, Daniel Skala). https://aclanthology.org/2026.semeval-1.416/
Potvrdenie ocenenia: https://zona.fmph.uniba.sk/detail-novinky/back_to_page/studium/article/slovensky-system-na-generovanie-vtipov-ziskal-cenu-za-najlepsi-clanok-na-semeval-2026/calendar_date/2026/april/
Ďalšie vybrané konferenčné publikácie
Israfel Salazar, Manuel Fernández Burda, Shayekh Islam, Arshia Soltani Moakhar, Shivalika Singh, Fabian Farestam, Angelika Romanou, Danylo Boiko, Dipika Khullar, Mike Zhang, Dominik Krzemiński, Jekaterina Novikova, Luisa Shimabucoro, Joseph Marvin Imperial, Rishabh Maheshwary, Sharad Duwal, Alfonso Amayuelas, Swati Rajwal, Jebish Purbey, Ahmed Ruby, Nicholas Popovič, Marek Suppa, Azmine Toushik Wasi, Ram Mohan Rao Kadiyala, Olga Tsymboi, Maksim Kostritsya, Bardia moakhar, Gabriel da Costa Merlin, Otávio Coletti, Maral Jabbarishiviari, MOHAMMADAMIN FARAHANIFARD, Silvia Fernandez, María Grandury, Dmitry Abulkhanov, Drishti Sharma, Andre Guarnier De Mitri, Leticia Marchezi, Setayesh Heydari, Johan S Obando Ceron, Nazar Kohut, Beyza Ermis, Desmond Elliott, Enzo Ferrante, Sara Hooker, Marzieh Fadaee (2026). Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation. ICLR 2026. https://iclr.cc/virtual/2026/poster/10006477
Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen GONG, Bhupesh Bishnoi, Vaisakhi Mishra, Marek Šuppa, Noah Ziems, Saiteja Utpala, Ming Xu, Guangyu Song, Kaixin Li, Yuhan Cao, Bo Liu, Zheng Liu, Sabina Abdurakhmanova, Wenhao Yu, Mengzhao Jia, Jihan Yao, Kenneth Hamilton, Kumar Shridhar, Minh Chien Vu, Dingmin Wang, Jiawei Liu, Zijian Wang, Qian Liu, Binyuan Hui, Meg Risdal, Ahsen Khaliq, Atin Sood, Zhenchang Xing, Wasi Ahmad, John C Grundy, David Lo, Banghua Zhu, Xiaoning Du, Torsten Scholak, Leandro von Werra (2026). BigCodeArena: A Platform for Executable Code Generation Evaluation. COLM 2026. https://proceedings.colm.cc/paper_files/paper/2026/hash/906481828f4ca393ef5b2c4f2bf21412-Abstract-Conference.html