Albert Sawczyn
6 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
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Hot Topic Early Bird
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Applications
(3)
Learning Types
(3)
Resources & Methods
(3)
Interdisciplinary
(2)
Linguistics
(2)
Deep Learning
(1)
Application Areas
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
hallucination detection
(3)
large language model
(3)
polish language
(2)
low-resource language
(2)
natural language processing
(2)
information retrieval
(1)
language model evaluation
(1)
machine reading comprehension
(1)
graph representation
(1)
graph structure
(1)
eigenvalue decomposition
(1)
performance evaluation
(1)
spectral analysis
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
evaluation metric
(1)
sampling method
(1)
attention map
(1)
human evaluation
(1)
laplacian eigenvalue
(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
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction
ACL 2024
Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings
COLING 2024
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
NeurIPS 2022