Multi-objective Approach for Deep Learning in Classification Problems. - Jerzy Balicki; Witold Sosnowski (CISIM, 2021)

Applying SoftTriple Loss for Supervised Language Model Fine Tuning. - Witold Sosnowski; Anna Wróblewska; Piotr Gawrysiak (FedCSIS, 2022)

Automatic Language Identification for Celtic Texts. - Olha Dovbnia; Witold Sosnowski; Anna Wróblewska (ICONIP (6), 2022)

TASTEset - Recipe Dataset and Food Entities Recognition Benchmark. - Anna Wróblewska; Agnieszka Kaliska; Maciej Pawlowski; Dawid Wisniewski; Witold Sosnowski; Agnieszka Lawrynowicz (CoRR, 2022)

Distance Metric Learning Loss Functions in Few-Shot Scenarios of Supervised Language Models Fine-Tuning. - Witold Sosnowski; Karolina Seweryn; Anna Wróblewska; Piotr Gawrysiak (CoRR, 2022)

Revisiting Distance Metric Learning for Few-Shot Natural Language Classification. - Witold Sosnowski; Anna Wróblewska; Karolina Seweryn; Piotr Gawrysiak (CoRR, 2022)

TASTEset - Recipe and Food Entities Dataset. - Anna Wróblewska; Agnieszka Kaliska; Maciej Pawlowski; Dawid Wisniewski; Witold Sosnowski; Agnieszka Lawrynowicz (IEEE DataPort, 2022)

DSHacker at CheckThat!-2023: Check-Worthiness in Multigenre and Multilingual Content With GPT-3.5 Data Augmentation. - Arkadiusz Modzelewski; Witold Sosnowski; Adam Wierzbicki (CLEF (Working Notes), 2023)

Fine-Grained and Complex Food Entity Recognition Benchmark for Ingredient Substitution. - Agnieszka Lawrynowicz; Anna Wróblewska; Agnieszka Kaliska; Maciej Pawlowski; Dawid Wisniewski; Witold Sosnowski; Jakub Dutkiewicz (K-CAP, 2023)

DSHacker at SemEval-2023 Task 3: Genres and Persuasion Techniques Detection with Multilingual Data Augmentation through Machine Translation and Text Generation. - Arkadiusz Modzelewski; Witold Sosnowski; Magdalena Wilczynska; Adam Wierzbicki (SemEval@ACL, 2023)

EU DisinfoTest: a Benchmark for Evaluating Language Models' Ability to Detect Disinformation Narratives. - Witold Sosnowski; Arkadiusz Modzelewski; Kinga Skorupska; Jahna Otterbacher; Adam Wierzbicki (EMNLP (Findings), 2024)

PCoT: Persuasion-Augmented Chain of Thought for Detecting Fake News and Social Media Disinformation. - Arkadiusz Modzelewski; Witold Sosnowski; Tiziano Labruna; Adam Wierzbicki; Giovanni Da San Martino (ACL (1), 2025)