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
Conference paper
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
Conference paper
An empirical assessment of LLM-based approaches to malicious webpage detection
G Mak, M Gniewkowski, PT Walkowiak, A Janz
Conference paper
Personalized large language models
SJ Woźniak, B Koptyra, A Janz, P Kazienko, J Kocoń
Journal · Cited by 19
Refining natural language inferences using cross-document structure theory
A Janz, D Kurowski, J Baran, JA Moska, T Bernaś, MŁ Oleksy
Conference paper
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language
KD Wojtasik, V Shishkin, KR Wołowiec, A Janz, M Piasecki
2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings
Word Sense Disambiguation Based on Iterative Activation Spreading with Contextual Embeddings for Sense Matching
12th Global Wordnet Conference, GWC 2023
Data augmentation method for boosting multilingual word sense disambiguation
A Janz, MM Maziarz
The Global WordNet Association 60–66
Wordnet for Definition Augmentation with Encoder-Decoder Architecture
KD Wojtasik, A Janz, BA Alberski, M Piasecki
12th Global Wordnet Conference, GWC 2023
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 · 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 · 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, …
Advances in Neural Information Processing Systems
Multi-module natural language search engine for travel offers
K Gawron, KD Wojtasik, B Bojanowski, A Janz, J Kocoń, PD Miłkowski, M Piasecki, …
Communications in computer and information science · 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, …
Lecture notes in computer science · Cited by 5
Neuro-symbolic models for sentiment analysis
J Kocoń, J Baran, M Gruza, A Janz, M Kajstura, P Kazienko, …, M Piasecki, …
Conference paper · Cited by 25
A unified sense inventory for Word Sense Disambiguation in Polish
A Janz, D Agnieszka, MŁ Oleksy, J Baran
Conference paper
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