2025
SupResDiffGAN a new approach for the Super-Resolution task.
CoRR, April, 2025
Integrating personalized and contextual information in fine-grained emotion recognition in text: A multi-source fusion approach with explainability.
Inf. Fusion, 2025
Fortifying NLP models against poisoning attacks: The power of personalized prediction architectures.
Inf. Fusion, 2025
Improving LLM-Based Recommender Systems with User-Controllable Profiles.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025
2024
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.
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CoRR, 2024
Personalized Large Language Models.
Proceedings of the IEEE International Conference on Data Mining, 2024
Small Language Models for Emotion Recognition in Polish Stock Market Investor Opinions.
Proceedings of the IEEE International Conference on Data Mining, 2024
Comprehensive Sentiment Analysis of Polish Book Reviews Using Large and Small Language Models.
Proceedings of the IEEE International Conference on Data Mining, 2024
Into the Unknown: Self-Learning Large Language Models.
Proceedings of the IEEE International Conference on Data Mining, 2024
2023
ChatGPT: Jack of all trades, master of none.
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Inf. Fusion, November, 2023
Human-centered neural reasoning for subjective content processing: Hate speech, emotions, and humor.
Inf. Fusion, June, 2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023
RWKV: Reinventing RNNs for the Transformer Era.
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CoRR, 2023
Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases.
Proceedings of the 2nd Workshop on Perspectivist Approaches to NLP co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining, 2023
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows.
Proceedings of the IEEE International Conference on Data Mining, 2023
Deep Emotions Across Languages: A Novel Approach for Sentiment Propagation in Multilingual WordNets.
Proceedings of the IEEE International Conference on Data Mining, 2023
Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems.
Proceedings of the IEEE International Conference on Data Mining, 2023
CLARIN-Emo: Training Emotion Recognition Models Using Human Annotation and ChatGPT.
Proceedings of the Computational Science - ICCS 2023, 2023
Differential Dataset Cartography: Explainable Artificial Intelligence in Comparative Personalized Sentiment Analysis.
Proceedings of the Computational Science - ICCS 2023, 2023
RWKV: Reinventing RNNs for the Transformer Era.
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Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
PALS: Personalized Active Learning for Subjective Tasks in NLP.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Multi-Modal Personalized Hate Speech Analysis using Differential Dataset Cartography.
Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023
Personalized Models Resistant to Malicious Attacks for Human-centered Trusted AI.
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
2022
Multitask Personalized Recognition of Emotions Evoked by Textual Content.
Proceedings of the 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2022
StudEmo: A Non-aggregated Review Dataset for Personalized Emotion Recognition.
Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022
What If Ground Truth Is Subjective? Personalized Deep Neural Hate Speech Detection.
Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022
MultiAspectEmo: Multilingual and Language-Agnostic Aspect-Based Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Compression Methods for Transformers in Multidomain Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Deep-SHEEP: Sense of Humor Extraction from Embeddings in the Personalized Context.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Linguistic Knowledge Application to Neuro-Symbolic Transformers in Sentiment Analysis.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Multi-Wiki90k: Multilingual Benchmark Dataset for Paragraph Segmentation.
Proceedings of the Advances in Computational Collective Intelligence, 2022
Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data.
Proceedings of the Computational Collective Intelligence - 14th International Conference, 2022
Multi-module Natural Language Search Engine for Travel Offers.
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Proceedings of the Advances in Computational Collective Intelligence, 2022
Deep Neural Sequence to Sequence Lexical Substitution for the Polish Language.
Proceedings of the Computational Science - ICCS 2022, 2022
MultiEmo: Language-Agnostic Sentiment Analysis.
Proceedings of the Computational Science - ICCS 2022, 2022
Neuro-Symbolic Models for Sentiment Analysis.
Proceedings of the Computational Science - ICCS 2022, 2022
2021
Mapping WordNet onto human brain connectome in emotion processing and semantic similarity recognition.
Inf. Process. Manag., 2021
Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach.
Inf. Process. Manag., 2021
Multi-task Sequence Classification for Disjoint Tasks in Low-resource Languages.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021
AspectEmo: Multi-Domain Corpus of Consumer Reviews for Aspect-Based Sentiment Analysis.
Proceedings of the 2021 International Conference on Data Mining, 2021
Deep Neural Language-agnostic Multi-task Text Classifier.
Proceedings of the 2021 International Conference on Data Mining, 2021
Learning Personal Human Biases and Representations for Subjective Tasks in Natural Language Processing.
Proceedings of the IEEE International Conference on Data Mining, 2021
MultiEmo: Multilingual, Multilevel, Multidomain Sentiment Analysis Corpus of Consumer Reviews.
Proceedings of the Computational Science - ICCS 2021, 2021
Personal Bias in Prediction of Emotions Elicited by Textual Opinions.
Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021
Controversy and Conformity: from Generalized to Personalized Aggressiveness Detection.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Cross-lingual deep neural transfer learning in sentiment analysis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020
2019
Evaluating KGR10 Polish word embeddings in the recognition of temporal expressions using BiLSTM-CRF.
CoRR, 2019
Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings.
Proceedings of the 10th Global Wordnet Conference, 2019
Multi-level analysis and recognition of the text sentiment on the example of consumer opinions.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019
Multilingual and Language-Agnostic Recognition of Emotions, Valence and Arousal in Large-Scale Multi-domain Text Reviews.
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Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2019
Evaluating Natural Language Processing tools for Polish during PolEval 2019.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2019
Multi-Level Sentiment Analysis of PolEmo 2.0: Extended Corpus of Multi-Domain Consumer Reviews.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
2018
Context-sensitive Sentiment Propagation in WordNet.
Proceedings of the 9th Global Wordnet Conference, 2018
Classifier-based Polarity Propagation in a WordNet.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
2017
Supervised approach to recognise Polish temporal expressions and rule-based interpretation of timexes.
Nat. Lang. Eng., 2017
Recognition of Genuine Polish Suicide Notes.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Inforex - a collaborative system for text corpora annotation and analysis.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Improved Recognition and Normalisation of Polish Temporal Expressions.
Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017
Liner2 - a Generic Framework for Named Entity Recognition.
Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing, 2017
2016
Generating of Events Dictionaries from Polish WordNet for the Recognition of Events in Polish Documents.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016
2015
Recognition of Polish Temporal Expressions.
Proceedings of the Recent Advances in Natural Language Processing, 2015
2014
Named Entity Matching Method Based on the Context-Free Morphological Generator.
Proceedings of the Advances in Natural Language Processing, 2014
2013
Liner2 - A Customizable Framework for Proper Names Recognition for Polish.
Proceedings of the Intelligent Tools for Building a Scientific Information Platform, 2013
Recognition of Named Entities Boundaries in Polish Texts.
Proceedings of the 4th Biennial International Workshop on Balto-Slavic Natural Language Processing, 2013
2012
Heterogeneous Named Entity Similarity Function.
Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012
Inforex - a web-based tool for text corpus management and semantic annotation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012