Julia Belikova
8 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(25)
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Applications · Natural Language Processing
(5)
Resources & Methods
(4)
Learning Types
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Applications · Computer Science
(1)
Applications · Data Science & Analytics
(1)
Keywords
retrieval-augmented generation
(4)
hallucination detection
(3)
hybrid retrieval
(2)
sentiment analysis
(1)
multilingual retrieval
(1)
entity linking
(1)
uncertainty quantification
(1)
knowledge graph question answering
(1)
multilingual processing
(1)
video understanding
(1)
dense retrieval
(1)
text retrieval
(1)
semantic embedding
(1)
ensemble method
(1)
multimodal large language model
(1)
passage retrieval
(1)
curriculum learning
(1)
semantic retrieval
(1)
lexical matching
(1)
few-shot learning
(1)
Papers
Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation
EACL 2026
Hallucination Detection in LLMs with Topological Divergence on Attention Graphs
ACL 2026
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages
SemEval 2025
RAGulator: Effective RAG for Regulatory Question Answering
COLING 2025
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection
SemEval 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA
EMNLP 2025
DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning
SemEval 2024
JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering
ACL 2024