Projects funded by the NCN

Information on the principal investigator and host institution

Information of the project and the call

Keywords

Equipment

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MAD-NLP: Multi-Aspectual Diagnostics for NLP systems

2018/31/N/ST6/02273

Keywords:

natural language processing interpretability deep learning

Descriptors:

  • ST6_9: Human computer interaction, speech recognition and synthesis, natural language processing
  • ST6_7: Artificial intelligence, intelligent systems, multi-agent systems
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)

Panel:

ST6 - Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems

Host institution :

Politechnika Warszawska, Wydział Matematyki i Nauk Informacyjnych

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Barbara Rychalska 

Number of co-investigators in the project: 3

Call: PRELUDIUM 16 - announced on 2018-09-14

Amount awarded: 182 072 PLN

Project start date (Y-m-d): 2019-06-28

Project end date (Y-m-d): 2023-06-27

Project duration:: 48 months (the same as in the proposal)

Project status: Project settled

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Equipment purchased [PL]

  1. Komputer wyposażony w procesor graficzny (GPU) (12 000 PLN)

Information in the final report

  • Publication in academic press/journals (1)
  • Articles in post-conference publications (13)
  1. Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations
    Authors:
    Witold Oleszkiewicz, Dominika Basaj, Igor Sieradzki, Michał Górszczak, Barbara Rrychalska, Koryna Lewandowska,Tomasz Trzciński, Bartosz Zieliński
    Academic press:
    IEEE Access (rok: 2023, tom: 11, strony: -), Wydawca: IEEE
    Status:
    Published
    DOI:
    10.1109/ACCESS.2023.3242982 - link to the publication
  1. Synerise Monad: A Foundation Model for Behavioral Event Data
    Authors:
    Barbara Rychalska, Szymon Łukasik, Jacek Dąbrowski
    Conference:
    46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR '23) (rok: 2023, ), Wydawca: ACM
    Data:
    konferencja 23-27.07.2023
    Status:
    Published
  2. Synerise at SIGIR Rakuten Data Challenge 2020: Efficient Manifold Density Estimator for Cross-Modal Retrieval
    Authors:
    Barbara Rychalska, Jacek Dąbrowski
    Conference:
    SIGIR 2020 Workshop on eCommerce (rok: 2021, ), Wydawca: -
    Data:
    konferencja 30 lipca
    Status:
    Published
  3. Synerise at SIGIR Rakuten Data Challenge 2020: Efficient Manifold Density Estimator for Multimodal Classification
    Authors:
    Dominika Basaj, Barbara Rychalska, Konrad Gołuchowski, Jacek Dąbrowski
    Conference:
    SIGIR 2020 Workshop on eCommerce (rok: 2020, ), Wydawca: -
    Data:
    konferencja 30 lipca
    Status:
    Published
  4. An efficient manifold density estimator for all recommendation systems
    Authors:
    Jacek Dąbrowski, Barbara Rychalska,Michał Daniluk, Dominika Basaj, Konrad Gołuchowski, Piotr Bąbel
    Conference:
    ACM SIGKDD (KDD 2021) (rok: 2021, ), Wydawca: -
    Data:
    konferencja 14-18 sierpnia
    Status:
    Submitted
  5. On the Unreasonable Effectiveness of Centroids in Image Retrieval
    Authors:
    Mikołaj Wieczorek, Barbara Rychalska, Jacek Dąbrowski
    Conference:
    44th International ACM SIGIR Conference on Research and Development in Information Retrieval (rok: 2021, ), Wydawca: -
    Data:
    konferencja 11-15 lipca
    Status:
    Submitted
  6. Synerise Monad - Real-Time Multimodal Behavioral Modeling
    Authors:
    Jacek Dąbrowski, Barbara Rychalska
    Conference:
    31st ACM International Conference on Information and Knowledge Management (CIKM '22) (rok: 2022, ), Wydawca: ACM Digital Library
    Data:
    konferencja 17-21.11.2022
    Status:
    Published
  7. An efficient manifold density estimator for all recommendation systems
    Authors:
    Jacek Dąbrowski, Barbara Rychalska,Michał Daniluk, Dominika Basaj, Konrad Gołuchowski, Piotr Bąbel, Adam Jakubowski
    Conference:
    ICONIP 2019: International Conference on Neural Information Processing (rok: 2021, ), Wydawca: Springer Lecture Notes in Computer Science (LNCS)
    Data:
    konferencja 8-12.12.2021
    Status:
    Published
  8. Cleora: A Simple, Strong and Scalable Graph Embedding Scheme
    Authors:
    Barbara Rychalska, Piotr Bąbel, Konrad Gołuchowski, Andrzej Michałowski, Jacek Dąbrowski, Przemysław Biecek
    Conference:
    The 28th International Conference on Neural Information Processing (ICONIP2021) (rok: 2021, ), Wydawca: Springer Lecture Notes in Computer Science (LNCS)
    Data:
    konferencja 8-12.12.2021
    Status:
    Published
  9. Explaining Self-Supervised Image Representations with Visual Probing
    Authors:
    Dominika Basaj , Wiktor Oleszkiewicz , Igor Sieradzki , Michał Górszczak , Barbara Rychalska , Tomasz Trzciński , Bartosz Zieliński
    Conference:
    30th International Joint Conference on Artificial Intelligence (IJCAI-21) (rok: 2021, ), Wydawca: -
    Data:
    konferencja 21-26 sierpnia
    Status:
    Published
  10. I know why you like this movie: Interpretable Efficient MulitmodalRecommender
    Authors:
    Barbara Rychalska, Dominika Basaj, Jacek Dąbrowski, Michał Daniluk
    Conference:
    ICML2020 Machine Learning for Media Discovery Workshop (rok: 2020, ), Wydawca: -
    Data:
    konferencja 18 lipca
    Status:
    Published
  11. Models in the Wild: On Corruption Robustness of Neural NLP Systems
    Authors:
    Barbara Rychalska, Dominika Basaj, Alicja Gosiewska, Przemysław Biecek
    Conference:
    ICONIP 2019: International Conference on Neural Information Processing (rok: 2019, ), Wydawca: Springer Lecture Notes in Computer Science (LNCS)
    Data:
    konferencja 12-15 grudnia
    Status:
    Published
  12. On the Unreasonable Effectiveness of Centroids in Image Retrieval
    Authors:
    Mikołaj Wieczorek, Barbara Rychalska, Jacek Dąbrowski
    Conference:
    The 28th International Conference on Neural Information Processing (ICONIP2021) (rok: 2021, ), Wydawca: Springer Lecture Notes in Computer Science (LNCS)
    Data:
    konferencja 8-12.12.2021
    Status:
    Published
  13. Cleora: A Simple, Strong and Scalable Graph Embedding Scheme
    Authors:
    Barbara Rychalska, Piotr Bąbel, Konrad Gołuchowski, Andrzej Michałowski, Jacek Dąbrowski, Przemysław Biecek
    Conference:
    44th International ACM SIGIR Conference on Research and Development in Information Retrieval (rok: 2021, ), Wydawca: -
    Data:
    konferencja 11-15 lipca
    Status:
    Submitted

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