Arkadiusz Janz
Assistant Professor
Research interests
- Machine Learning
- Natural Language Processing
- Semantic Networks
- Representation Learning
- Semantics
Research groups
Education
- 2016
MsC in Computer Science
Wroclaw University of Science and Technology
- 2023
PhD in information and communication technology
Wroclaw University of Science and Technology
Publications41
Think like a researcher: A dataset for scientific ideation with large language models
JA Moska, M Piasecki, A Janz
ICCS 2026 412–420
CLARIN‑PL: a user centred language technology infrastructure
M Piasecki, A Dziob-Zadworna, A Janz, J Kocoń, T Naskręt, MŁ Oleksy, …, T Walkowiak, …, K Hwaszcz
Language Resources and Evaluation 59, 4493–4528 · Cited by 1
Is heterogeneous model soup tasty? A multidimensional evaluation of diverse model soups in language model alignment
D Motyka, PT Walkowiak, JA Moska, A Janz, B Żuk, K Seweryn
ICCS 2025 154–162
An empirical assessment of LLM-based approaches to malicious webpage detection
G Mak, M Gniewkowski, PT Walkowiak, A Janz
ICCS 2025 162–176
Personalized large language models
SJ Woźniak, B Koptyra, A Janz, P Kazienko, J Kocoń
24th IEEE International Conference on Data Mining Workshops, ICDMW 2024, 9 December 2024, Abu Dhabi, United Arab Emirates 511–520 · Cited by 19
Refining natural language inferences using cross-document structure theory
A Janz, D Kurowski, J Baran, JA Moska, T Bernaś, MŁ Oleksy
ICCCI 2024 263–276
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language
KD Wojtasik, V Shishkin, KR Wołowiec, A Janz, M Piasecki
LREC-COLING 2024 2149–2160
Word Sense Disambiguation Based on Iterative Activation Spreading with Contextual Embeddings for Sense Matching
Proceedings of the 12th Global Wordnet Conference, GWC 2023, 23–27 Jan, 2023 University of the Basque Country in Donostia-San Sebastian Basque Country 140–149
Data augmentation method for boosting multilingual word sense disambiguation
A Janz, MM Maziarz
Proceedings of the 12th Global Wordnet Conference, GWC 2023, 23–27 Jan, 2023 University of the Basque Country in Donostia-San Sebastian Basque Country 60–66
Wordnet for Definition Augmentation with Encoder-Decoder Architecture
KD Wojtasik, A Janz, BA Alberski, M Piasecki
Proceedings of the 12th Global Wordnet Conference, GWC 2023, 23–27 Jan, 2023 University of the Basque Country in Donostia-San Sebastian Basque Country 50–59
ChatGPT: Jack of all trades, master of none
J Kocoń, I Cichecki, O Kaszyca, M Kochanek, D Szydło, J Baran, J Bielaniewicz, …, A Janz, K Kanclerz, …, B Koptyra, …, M Piasecki, Ł Radliński, …, P Kazienko
Information Fusion 99(101861), 1–37 · Cited by 674
Emotion norms for 6000 Polish word meanings with a direct mapping to the Polish wordnet
J Kocoń, PD Miłkowski, A Janz, M Piasecki, M Wierzba, M Riegel, …
Behavior Research Methods 54, 2146–2161 · Cited by 22
This is the Way: Designing and Compiling LEPISZCZE, a Comprehensive NLP Benchmark for Polish
ŁM Augustyniak, K Tagowski, AK Sawczyn, DP Janiak, RD Bartusiak, A Szymczak, …, A Janz, P Szymański, T Kajdanowicz, M Piasecki, …
NeurIPS 2022 1–14
Multi-module natural language search engine for travel offers
K Gawron, KD Wojtasik, B Bojanowski, A Janz, J Kocoń, PD Miłkowski, M Piasecki, …
ICCCI 2022 71–83 · Cited by 1
Multilingual and language-agnostic recognition of emotions, valence and arousal in large-scale multi-domain text reviews
J Kocoń, PD Miłkowski, A Janz, M Piasecki, M Wierzba, B Konat, …
LTC 2019 214–231 · Cited by 5
Neuro-symbolic models for sentiment analysis
J Kocoń, J Baran, M Gruza, A Janz, M Kajstura, P Kazienko, …, M Piasecki, …
ICCS 2022 667–681 · Cited by 25
A unified sense inventory for Word Sense Disambiguation in Polish
A Janz, D Agnieszka, MŁ Oleksy, J Baran
ICCS 2022
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