Juraj Vladika
14 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Natural Language Processing
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Resources & Methods
(5)
Deep Learning
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Knowledge & Reasoning
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Representation
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Keywords
large language model
(5)
evidence retrieval
(4)
text classification
(4)
claim verification
(3)
question answering
(3)
natural language inference
(3)
information retrieval
(2)
retrieval-augmented generation
(2)
medical knowledge
(2)
document retrieval
(1)
semantic search
(1)
text summarization
(1)
natural language processing
(1)
machine reading comprehension
(1)
text generation
(1)
fact verification
(1)
biomedical domain
(1)
support vector machine
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hallucination mitigation
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knowledge graph
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Papers
Correcting Hallucinations in News Summaries: Exploration of Self-Correcting LLM Methods with External Knowledge
ACL 2025
Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models
EMNLP 2025
Natural Language Inference Fine-tuning for Scientific Hallucination Detection
ACL 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
NAACL 2025
Step-by-Step Fact Verification System for Medical Claims with Explainable Reasoning
NAACL 2025
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification
EACL 2024
DP-MLM: Differentially Private Text Rewriting Using Masked Language Models
ACL 2024
HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking
COLING 2024
Improving Health Question Answering with Reliable and Time-Aware Evidence Retrieval
NAACL 2024
MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering
ACL 2024
Scientific Fact-Checking: A Survey of Resources and Approaches
ACL 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports
SemEval 2023
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
AACL 2022
TakeLab at SemEval-2019 Task 4: Hyperpartisan News Detection
SemEval 2019