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Author

Jakub Binkowski

Observed name: Binkowski, Jakub
ORCID: 0000-0001-7386-5150
Observed ORCID: 0000-0001-7386-5150
OpenAlex ID: A5026855190
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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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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When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length
2025 · Grzegorz Piotrowski, Mateusz Bystroński, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 2
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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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Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings
2024 · Albert Sawczyn, Jakub Binkowski, et al. · Language Resources and Evaluation Conference (LREC) · 1
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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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A deeper look at Graph Embedding RetroFitting
2023 · Piotr Bielak, Jakub Binkowski, et al. · Journal of Computational Science · 1
What Hallucinations Have We Measured? Semantic Illusion, Confabulation, and Expressed Uncertainty
2026 · Kim, Hazel H., Binkowski, Jakub, et al. · arXiv (Cornell University)
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JuDDGES — Polish Legal Document Analysis with LLMs
2026 · Augustyniak, Łukasz, Binkowski, Jakub, et al. · Zenodo (CERN European Organization for Nuclear Research)
Juddges App
2026 · Augustyniak, Łukasz, Binkowski, Jakub, et al. · Zenodo (CERN European Organization for Nuclear Research)
Attention Sinks as Internal Signals for Hallucination Detection in Large Language Models
2026 · Binkowski, Jakub, Adamczewski, Kamil, et al. · arXiv (Cornell University)
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FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
2026 · Association for Computational Linguistics 2026, Binkowski, Jakub, et al. · Underline Science Inc.
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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Schematize: An Agentic System for Generating and Refining Information-Extraction Schemas for Legal Research
2026 · Albert Sawczyn, Jakub Binkowski, et al. · Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP)
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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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RAFEN – Regularized Alignment Framework for Embeddings of Nodes
2023 · Kamil Tagowski, Piotr Bielak, et al. · Lecture notes in computer science
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Works count: 22
Citation count: 27
H-index: 3
I10-index: 1
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