Maksim Savkin
6 papers · 2024–2026 · 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 · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Resources & Methods
(6)
Applications
(4)
Artificial Intelligence
(3)
Machine Learning
(2)
Core AI
(2)
Deep Learning
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Understanding
(1)
Keywords
hallucination detection
(3)
named entity recognition
(2)
large language model
(2)
question answering
(1)
sentiment classification
(1)
multilingual processing
(1)
natural language understanding
(1)
ensemble method
(1)
toxicity classification
(1)
tabular data
(1)
privacy protection
(1)
retrieval-augmented generation
(1)
synthetic dataset
(1)
multilingual dataset
(1)
encoder model
(1)
cross-lingual generalization
(1)
column augmented generation
(1)
span-level annotation
(1)
nlp application
(1)
span detection
(1)
Papers
DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness
EACL 2026
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection
SemEval 2025
SPY: Enhancing Privacy with Synthetic PII Detection Dataset
NAACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data
SemEval 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA
EMNLP 2025
DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning
EMNLP 2024