Author

Denis Janiak

Observed name: Janiak, Denis

Institution: Wrocław University of Science and Technology

Observed institution: Wrocław University of Science and Technology

ORCID: 0000-0003-1859-9093

Observed ORCID: 0000-0003-1859-9093

OpenAlex ID: A5081185051

Hallucination Detection in LLMs Using Spectral Features of Attention Maps

2025 · Jakub Binkowski, Denis Janiak, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 10

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Graph-Level Representations Using Ensemble-Based Readout Functions

2023 · Jakub Binkowski, Albert Sawczyn, et al. · Lecture notes in computer science · 6

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

2022 · Augustyniak, Łukasz, Tagowski, Kamil, et al. · arXiv (Cornell University) · 5

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Fact-checking: relevance assessment of references in the Polish political domain

2021 · Albert Sawczyn, Jakub Binkowski, et al. · Procedia Computer Science · 3

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The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs

2025 · Denis Janiak, Jakub Binkowski, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2

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Enhancing Out-of-Distribution Detection Through Stochastic Embeddings in Self-supervised Learning

2024 · Denis Janiak, Jakub Binkowski, et al. · Lecture notes in computer science · 1

Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning

2023 · Janiak, Denis, Binkowski, Jakub, et al. · arXiv (Cornell University) · 1

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This is the Way: Designing and Compiling LEPISZCZE, a Comprehensive NLP Benchmark for Polish

2022 · Lukasz Augustyniak, Kamil Tagowski, et al. · neural information processing systems · 1

Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law

2026 · Association for Computational Linguistics 2026, Augustyniak, Łukasz, et al. · Underline Science Inc.

FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs

2026 · Association for Computational Linguistics 2026, Binkowski, Jakub, et al. · Underline Science Inc.

Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety

2026 · Association for Computational Linguistics 2026, Janiak, Denis, et al. · Underline Science Inc.

Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety

2026 · Denis Janiak, Julia Moska, et al. · Conference of the European Chapter of the Association for Computational Linguistics

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FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs

2026 · Albert Sawczyn, Jakub Binkowski, et al. · Findings of the Association for Computational Linguistics: EACL

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Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law

2026 · Mateusz Bystroński, Kamil Tagowski, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

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A Geometry-Based View of Mahalanobis OOD Detection

2025 · Janiak, Denis, Binkowski, Jakub, et al. · arXiv (Cornell University)

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Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety

2025 · Janiak, Denis, Moska, Julia, et al. · arXiv (Cornell University)

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A Survey on Deep Bayesian Representation Learning

2023 · Denis Janiak, Tomasz Kajdanowicz · SSRN Electronic Journal

Works count: 19

Citation count: 29

H-index: 3

I10-index: 1