Skip to content
conftrace_

Bogdan Gabrys

4 papers · 2016–2026 · 3 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

Jump to papers ↓
+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer

Venues

EMNLP (2) AutoML (1) EACL (1)

Top co-authors

Jakub Binkowski (3) Denis Janiak (3) Tomasz Jan Kajdanowicz (3) Albert Sawczyn (3) Manuel Martin Salvador (1) Ravid Shwartz-Ziv (1) Marcin Budka (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Natural Language Processing (3) Core AI (3) Learning Types (2) Resources & Methods (2) Deep Learning (1) Applications (1) Optimization & Theory Β· Machine Learning (1) Optimization & Theory Β· Deep Learning (1)

Keywords

hallucination detection (3) large language model (2) hyperparameter optimization (1) graph structure (1) eigenvalue decomposition (1) performance evaluation (1) spectral analysis (1) bayesian optimization (1) knowledge graph (1) evaluation metric (1) sampling method (1) attention map (1) human evaluation (1) laplacian eigenvalue (1) semantic evaluation (1) rouge score (1) graph neural network (1) probe training (1) structural optimization (1) fact-level detection (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 Adapting Multicomponent Predictive Systems using Hybrid Adaptation Strategies with Auto-WEKA in Process Industry AutoML 2016