Denis Janiak
6 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
hallucination detection
(3)
natural language processing
(2)
large language model
(2)
multilingual nlp
(1)
preference optimization
(1)
language model evaluation
(1)
graph structure
(1)
eigenvalue decomposition
(1)
performance evaluation
(1)
spectral analysis
(1)
low-resource language
(1)
knowledge graph
(1)
benchmark dataset
(1)
language model
(1)
safety evaluation
(1)
evaluation metric
(1)
sampling method
(1)
retrieval-augmented generation
(1)
alignment method
(1)
attention map
(1)
Papers
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
EACL 2026
Factual State Discovery Benchmark: Evaluating Fact Elicitation in Polish Tax Law
ACL 2026
Rethinking the Evaluation of Alignment Methods: Insights into Diversity, Generalisation, and Safety
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
This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish
NeurIPS 2022