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Assessment of Massively Multilingual Sentiment Classifiers



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

* Accepted for WASSA at ACL 2022 

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Spatial Data Mining of Public Transport Incidents reported in Social Media



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

* Preprint, accepted to IWCTS at SIGSPATIAL'21 

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Graph Barlow Twins: A self-supervised representation learning framework for graphs



Piotr Bielak , Tomasz Kajdanowicz , Nitesh V. Chawla


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AttrE2vec: Unsupervised Attributed Edge Representation Learning



Piotr Bielak , Tomasz Kajdanowicz , Nitesh V. Chawla


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UCSG-Net -- Unsupervised Discovering of Constructive Solid Geometry Tree



Kacper Kania , Maciej Zi─Öba , Tomasz Kajdanowicz

* Under review at Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020), 13 pages, 7 figures; fix the reference to the CSG-Net work 

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Political Advertising Dataset: the use case of the Polish 2020 Presidential Elections



Łukasz Augustyniak , Krzysztof Rajda , Tomasz Kajdanowicz , Michał Bernaczyk

* ACL 2020 WiNLP Workshop - accepted 

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Comprehensive Analysis of Aspect Term Extraction Methods using Various Text Embeddings



Łukasz Augustyniak , Tomasz Kajdanowicz , Przemysław Kazienko


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Extracting Aspects Hierarchies using Rhetorical Structure Theory



Łukasz Augustyniak , Tomasz Kajdanowicz , Przemysław Kazienko

* ACAI 2018 MLNLP 
* ACAI 2018 MLNLP 

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Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF



Łukasz Augustyniak , Tomasz Kajdanowicz , Przemysław Kazienko

* 2019 IEEE Second International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), Sardinia, Italy, 2019, pp. 43-50 
* IEEE AIKE 

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