Jakub Binkowski

5 papers · 2024–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) ❓ The Questioner

Venues

EMNLP (2) ACL (1) COLING (1) EACL (1)

Top co-authors

Tomasz Jan Kajdanowicz (4) Albert Sawczyn (4) Bogdan Gabrys (3) Denis Janiak (3) Grzegorz Piotrowski (1) Mikołaj Hołysz (1) Piotr Bielak (1) Tomasz Kajdanowicz (1) Grzegorz Chodak (1) Mateusz Bystroński (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Natural Language Processing (3) Deep Learning (2) Core Methods (2) Learning Types (2) Resources & Methods (2) Application Areas (1) Applications (1) Architectures (1) Optimization & Theory (1)

Keywords

hallucination detection (3) large language model (2) graph neural network (2) natural language processing (1) graph representation (1) graph structure (1) eigenvalue decomposition (1) performance evaluation (1) spectral analysis (1) knowledge graph (1) knowledge graph embedding (1) hidden state (1) evaluation metric (1) sampling method (1) attention map (1) human evaluation (1) laplacian eigenvalue (1) semantic evaluation (1) regression problem (1) rouge score (1)

Papers

FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs EACL 2026 Hallucination Detection in LLMs Using Spectral Features of Attention Maps EMNLP 2025 The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs EMNLP 2025 When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length ACL 2025 Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024