Jakub Binkowski

18 papers A* 2B 1Journal 9Unranked 6
YearRankTypeTitle / 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
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 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
2025 — conf
When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length.
ACL (4)
Grzegorz Piotrowski, Mateusz Bystronski, Mikolaj Holysz, Jakub Binkowski, Grzegorz Chodak, Tomasz Kajdanowicz
2024 — conf
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings.
LREC/COLING
Albert Sawczyn, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
2024 J jnl
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings.
CoRR
Albert Sawczyn, Jakub Binkowski, Piotr Bielak, 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 J jnl
A deeper look at Graph Embedding RetroFitting.
J. Comput. Sci.
Piotr Bielak, Jakub Binkowski, Albert Sawczyn, Katsiaryna Viarenich, Daria Puchalska, 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 — conf
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
ICCS (1)
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
2023 J jnl
RAFEN - Regularized Alignment Framework for Embeddings of Nodes.
CoRR
Kamil Tagowski, Piotr Bielak, Jakub Binkowski, Tomasz Kajdanowicz
2023 J jnl
Unveiling the Potential of Probabilistic Embeddings in Self-Supervised Learning.
CoRR
Denis Janiak, Jakub Binkowski, Piotr Bielak, Tomasz Kajdanowicz
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