Publikacje

Assessment of Massively Multilingual Sentiment Classifiers

Krzysztof Rajda, Łukasz Augustyniak, Piotr Gramacki, Marcin Gruza, Szymon Woźniak, Tomasz Kajdanowicz

Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis · 2022

AttrE2vec: unsupervised attributed edge representation learning

Piotr Bielak, Tomasz Kajdanowicz, Nitesh Chawla

Information Sciences · 2022

Machine learning-based recommender system for tweeting factory in industry 5.0 paradigm

Dariusz Gąsior, Tomasz Kajdanowicz, Stanisław Lasota

2022

This is the Way: Designing and Compiling LEPISZCZE, a Comprehensive NLP Benchmark for Polish

Łukasz M. Augustyniak, Kamil Tagowski, Albert K Sawczyn, Denis P Janiak, Roman D Bartusiak, Adrian Szymczak, Marcin Wątroba, Arkadiusz Janz, Piotr Szymański, Tomasz Kajdanowicz, Maciej Piasecki, Mikołaj Morzy

NeurIPS 2022 · 2022

Retrofitting structural graph embeddings with node attribute information

Piotr Bielak, Daria Puchalska, Tomasz Kajdanowicz

ICCS 2022 · 2022

Learning scale-invariant object representations with a single-shot convolutional generative model

Piotr Zieliński, Tomasz Kajdanowicz

ICCS 2022 · 2022

Curriculum learning revisited: incremental batch learning with instance typicality ranking

Tomasz Kajdanowicz, Izabela Krysińska, Mikołaj Morzy

2021

Comprehensive analysis of aspect term extraction methods using various text embeddings

Łukasz M. Augustyniak, Tomasz Kajdanowicz, Przemysław Kazienko

Computer Speech and Language · 2021

Fact-checking must go on!

Jakub Binkowski, Denis P Janiak, Albert K Sawczyn, Tomasz Kajdanowicz, Łukasz M Augustyniak

2021

Where should I publish? Heterogeneous, networks-based prediction of paper's citation success

Rajmund Klemiński, Przemysław Kazienko, Tomasz Kajdanowicz

Journal of Informetrics · 2021

Controversy and conformity: from generalized to personalized aggressiveness detection

Kamil Kanclerz, Alicja Figas, Marcin Gruza, Tomasz Kajdanowicz, Jan Kocoń, Daria Puchalska, Przemysław Kazienko

The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL-IJCNLP 2021, August 1-6 · 2021

Fact-checking: relevance assessment of references in the Polish political domain

Albert K. Sawczyn, Jakub Binkowski, Denis P Janiak, Łukasz M Augustyniak, Tomasz Kajdanowicz

Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES 2021 · 2021

Dynamic pricing and discounts by means of interactive presentation systems in stationary point of sales

Tomasz Kajdanowicz, Piotr Bródka, Janusz Sobecki, Marcin Lewicki

ICCS 2021 · 2021

Spatial data mining of public transport incidents reported in social media

Kamil Raczycki, Marcin Szymański, Yahor Yeliseyenka, Piotr Szymański, Tomasz Kajdanowicz

IWCTS 2021 · 2021

Offensive, aggressive, and hate speech analysis: from data-centric to human-centred approach

Jan Kocoń, Alicja Figas, Marcin Gruza, Daria Puchalska, Tomasz Kajdanowicz, Przemysław Kazienko

Information Processing & Management · 2021

Embedding alignment methods in dynamic networks

Kamil Tagowski, Piotr Bielak, Tomasz Kajdanowicz

2021

Fuzzy relative willingness: modeling influence of exogenous factors in driving information propagation through a social network

Suman Kundu, Tomasz Kajdanowicz, Przemysław Kazienko, Nitesh Chawla

IEEE Access · 2020

UCSG-NET - Unsupervised Discovering of Constructive Solid Geometry Tree

Kacper Kania, Maciej M Zięba, Tomasz Kajdanowicz

NeurIPS 2020 · 2020

Political advertising dataset: the use case of the Polish 2020 presidential elections

Łukasz M. Augustyniak, Krzysztof Rajda, Tomasz Kajdanowicz, Michał Bernaczyk

ACL 2020 · 2020

Return on investment in machine learning: crossing the chasm between academia and business

Łukasz M Augustyniak, Piotr Szymański, Jan Mizgajski, Adrian Szymczak, Mikołaj Morzy, Piotr Żelasko

Foundations of Computing and Decision Sciences · 2020