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Denis Janiak

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

8

Venues

5

Active years

2021–2026

Best venue rank

A*

Where they publish

Papers

8 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLFactual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law.Mateusz Bystronski, Kamil Tagowski, Denis Janiak, Julia Farganus, Lukasz Augustyniak, Monika Kajdanowicz, Tomasz Jan Kajdanowicz
2026EACLRethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety.Denis Janiak, Julia Moska, Dawid Motyka, Karolina Seweryn, Pawel Walkowiak, Bartosz Zuk, Arkadiusz Janz
2026EACLFactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs.Albert Sawczyn, Jakub Binkowski, Denis Janiak, Bogdan Gabrys, Tomasz Kajdanowicz
2025EMNLPHallucination Detection in LLMs Using Spectral Features of Attention Maps.Jakub Binkowski, Denis Janiak, Albert Sawczyn, Bogdan Gabrys, Tomasz Kajdanowicz
2025EMNLPThe Illusion of Progress: Re-evaluating Hallucination Detection in LLMs.Denis Janiak, Jakub Binkowski, Albert Sawczyn, Bogdan Gabrys, Ravid Shwartz-Ziv, Tomasz Kajdanowicz
2024ICCSEnhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning.Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2023ICCSGraph-Level Representations Using Ensemble-Based Readout Functions.Jakub Binkowski, Albert Sawczyn, Denis Janiak, Piotr Bielak, Tomasz Kajdanowicz
2021KESFact-checking: relevance assessment of references in the Polish political domain.Albert Sawczyn, Jakub Binkowski, Denis Janiak, Lukasz Augustyniak, Tomasz Kajdanowicz