Arkadiusz Janz

According to our database, Arkadiusz Janz authored at least 26 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Personalized Large Language Models.

Stanislaw Wozniak, Bartlomiej Koptyra, Arkadiusz Janz, Przemyslaw Kazienko, Jan Kocon

CoRR, 2024

Refining Natural Language Inferences Using Cross-Document Structure Theory.

Arkadiusz Janz, Dominik Kurowski, Joanna Baran, Julia Moska, Tomasz Bernas, Marcin Oleksy

Proceedings of the Computational Collective Intelligence - 16th International Conference, 2024

BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language.

Konrad Wojtasik, Kacper Wolowiec, Vadim Shishkin, Arkadiusz Janz, Maciej Piasecki

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

ChatGPT: Jack of all trades, master of none.

Jan Kocon, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydlo, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna Kocon, Bartlomiej Koptyra, Wiktoria Mieleszczenko-Kowszewicz, Piotr Milkowski, Marcin Oleksy, Maciej Piasecki, Lukasz Radlinski, Konrad Wojtasik, Stanislaw Wozniak, Przemyslaw Kazienko

Inf. Fusion, November, 2023

Wordnet for Definition Augmentation with Encoder-Decoder Architecture.

Konrad Wojtasik, Arkadiusz Janz, Maciej Piasecki

Proceedings of the 12th Global Wordnet Conference, 2023

Word Sense Disambiguation Based on Iterative Activation Spreading with Contextual Embeddings for Sense Matching.

Arkadiusz Janz, Maciej Piasecki

Proceedings of the 12th Global Wordnet Conference, 2023

Data Augmentation Method for Boosting Multilingual Word Sense Disambiguation.

Arkadiusz Janz, Marek Maziarz

Proceedings of the 12th Global Wordnet Conference, 2023

2022

This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish.

Lukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Arkadiusz Janz, Piotr Szymanski, Marcin Watroba, Mikolaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Multi-module Natural Language Search Engine for Travel Offers.

Karol Gawron, Konrad Wojtasik, Bartlomiej Bojanowski, Arkadiusz Janz, Jan Kocon, Tomasz Krupa, Agnieszka Kukalowicz, Piotr Milkowski, Maciej Piasecki, Michal Pogoda, Norbert Ropiak, Michal Swedrowski, Wiktor Walentynowicz

Proceedings of the Advances in Computational Collective Intelligence, 2022

Neuro-Symbolic Models for Sentiment Analysis.

Jan Kocon, Joanna Baran, Marcin Gruza, Arkadiusz Janz, Michal Kajstura, Przemyslaw Kazienko, Wojciech Korczynski, Piotr Milkowski, Maciej Piasecki, Joanna Szolomicka

Proceedings of the Computational Science - ICCS 2022, 2022

A Unified Sense Inventory for Word Sense Disambiguation in Polish.

Arkadiusz Janz, Agnieszka Dziob, Marcin Oleksy, Joanna Baran

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Neural Language Models vs Wordnet-based Semantically Enriched Representation in CST Relation Recognition.

Arkadiusz Janz, Maciej Piasecki, Piotr Watorski

Proceedings of the 11th Global Wordnet Conference, 2021

Discriminating Homonymy from Polysemy in Wordnets: English, Spanish and Polish Nouns.

Arkadiusz Janz, Marek Maziarz

Proceedings of the 11th Global Wordnet Conference, 2021

Constructing VeSNet: Mapping LOD Thesauri onto Princeton WordNet and Polish WordNet.

Arkadiusz Janz, Grzegorz Kostkowski, Marek Maziarz

Proceedings of the Advances in Computational Collective Intelligence, 2021

2020

Brand-Product Relation Extraction Using Heterogeneous Vector Space Representations.

Arkadiusz Janz, Lukasz Kopoci'nski, Maciej Piasecki, Agnieszka Pluwak

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Chaining Polysemous Senses for Evocation Recognition.

Arkadiusz Janz, Marek Maziarz

Proceedings of the Computational Collective Intelligence - 12th International Conference, 2020

2019

Propagation of emotions, arousal and polarity in WordNet using Heterogeneous Structured Synset Embeddings.

Jan Kocon, Arkadiusz Janz

Proceedings of the 10th Global Wordnet Conference, 2019

A Comparison of Sense-level Sentiment Scores.

Francis Bond, Arkadiusz Janz, Maciej Piasecki

Proceedings of the 10th Global Wordnet Conference, 2019

Testing Zipf's meaning-frequency law with wordnets as sense inventories.

Francis Bond, Arkadiusz Janz, Marek Maziarz, Ewa Rudnicka

Proceedings of the 10th Global Wordnet Conference, 2019

Word Sense Disambiguation based on Constrained Random Walks in Linked Semantic Networks.

Arkadiusz Janz, Maciej Piasecki

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.

Jan Kocon, Piotr Milkowski, Malgorzata Wierzba, Barbara Konat, Katarzyna Klessa, Arkadiusz Janz, Monika Riegel, Konrad Juszczyk, Damian Grimling, Artur Marchewka, Maciej Piasecki

Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2019

2018

Wordnet-based Evaluation of Large Distributional Models for Polish.

Maciej Piasecki, Gabriela Czachor, Arkadiusz Janz, Dominik Kaszewski, Pawel Kedzia

Proceedings of the 9th Global Wordnet Conference, 2018

Context-sensitive Sentiment Propagation in WordNet.

Jan Kocon, Arkadiusz Janz, Maciej Piasecki

Proceedings of the 9th Global Wordnet Conference, 2018

Recognition of Hyponymy and Meronymy Relations in Word Embeddings for Polish.

Gabriela Czachor, Maciej Piasecki, Arkadiusz Janz

Proceedings of the 9th Global Wordnet Conference, 2018

Classifier-based Polarity Propagation in a WordNet.

Jan Kocon, Arkadiusz Janz, Maciej Piasecki

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2017

Graph-Based Approach to Recognizing CST Relations in Polish Texts.

Pawel Kedzia, Maciej Piasecki, Arkadiusz Janz

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017