Denis Janiak - RankMe

16 papers A* 3B 1Journal 8Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs. EACL (Findings) Albert Sawczyn, Jakub Binkowski, Denis Janiak, Bogdan Gabrys, Tomasz Kajdanowicz
2026	—	`conf`	Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety. EACL (Student Research Workshop) Denis Janiak, Julia Moska, Dawid Motyka, Karolina Seweryn, Pawel Walkowiak, Bartosz Zuk, Arkadiusz Janz
2025	J	`jnl`	Dissecting Mahalanobis: How Feature Geometry and Normalization Shape OOD Detection. CoRR Denis Janiak, Jakub Binkowski, Tomasz Kajdanowicz
2025	J	`jnl`	FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs. CoRR Albert Sawczyn, Jakub Binkowski, Denis Janiak, Bogdan Gabrys, Tomasz Kajdanowicz
2025	A*	`conf`	Hallucination Detection in LLMs Using Spectral Features of Attention Maps. EMNLP Jakub Binkowski, Denis Janiak, Albert Sawczyn, Bogdan Gabrys, Tomasz Kajdanowicz
2025	J	`jnl`	Hallucination Detection in LLMs Using Spectral Features of Attention Maps. CoRR Jakub Binkowski, Denis Janiak, Albert Sawczyn, Bogdan Gabrys, Tomasz Kajdanowicz
2025	J	`jnl`	Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety. CoRR Denis Janiak, Julia Moska, Dawid Motyka, Karolina Seweryn, Pawel Walkowiak, Bartosz Zuk, Arkadiusz Janz
2025	A*	`conf`	The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs. EMNLP Denis Janiak, Jakub Binkowski, Albert Sawczyn, Bogdan Gabrys, Ravid Shwartz-Ziv, Tomasz Kajdanowicz
2025	J	`jnl`	The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs. CoRR Denis Janiak, Jakub Binkowski, Albert Sawczyn, Bogdan Gabrys, Ravid Shwartz-Ziv, Tomasz Kajdanowicz
2024	—	`conf`	Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning. ICCS (7) Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2023	—	`conf`	Graph-Level Representations Using Ensemble-Based Readout Functions. ICCS (1) Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
2023	J	`jnl`	Graph-level representations using ensemble-based readout functions. CoRR Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
2023	J	`jnl`	Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning. CoRR Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2022	A*	`conf`	This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish. NeurIPS Lukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Arkadiusz Janz, Piotr Szymanski, Marcin Watroba, Mikolaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki
2022	J	`jnl`	This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish. CoRR Lukasz Augustyniak, Kamil Tagowski, Albert Sawczyn, Denis Janiak, Roman Bartusiak, Adrian Szymczak, Marcin Watroba, Arkadiusz Janz, Piotr Szymanski, Mikolaj Morzy, Tomasz Kajdanowicz, Maciej Piasecki
2021	B	`conf`	Fact-checking: relevance assessment of references in the Polish political domain. KES Albert Sawczyn, Jakub Binkowski, Denis Janiak, Lukasz Augustyniak, Tomasz Kajdanowicz