Nikolay Ivanov
5 papers · 2024–2026 · 3 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
(18)
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The Questioner
(2)
Top co-authors
Research topics
Natural Language Processing
(5)
Applications
(5)
Artificial Intelligence
(3)
Core AI
(3)
Machine Learning
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Application Areas
(1)
Clinical
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
question answering
(4)
large language model
(3)
uncertainty estimation
(2)
retrieval-augmented generation
(2)
adaptive retrieval
(2)
synthetic data generation
(1)
benchmark dataset
(1)
vision-language model
(1)
hallucination mitigation
(1)
hallucination detection
(1)
trustworthy ai
(1)
dialogue system
(1)
temporal knowledge
(1)
medical assistant
(1)
legal document
(1)
multilingual classification
(1)
semantic comparison
(1)
evergreen question
(1)
trustworthy question answering
(1)
feature extraction
(1)
Papers
Fine-Grained Semantic Comparison of Legal Documents using LLMs
ACL 2026
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
ACL 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
EMNLP 2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA
EMNLP 2025
GigaPevt: Multimodal Medical Assistant
IJCAI 2024