Vasily Konovalov
27 papers · 2024–2026 · 8 conferences · across top CS/AI conferences
Achievements
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Conferences
ACL (6)
EMNLP (5)
NAACL (5)
SEMEVAL (5)
EACL (3)
AACL (1)
COLING (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(10)
hallucination detection
(9)
question answering
(6)
retrieval-augmented generation
(5)
text classification
(4)
uncertainty estimation
(4)
transfer learning
(3)
transformer model
(3)
hybrid retrieval
(3)
ensemble method
(3)
adaptive retrieval
(2)
natural language inference
(2)
semantic retrieval
(2)
cross-lingual retrieval
(2)
column augmented generation
(2)
uncertainty quantification
(2)
machine-generated text detection
(2)
multimodal learning
(2)
retrieval augmented generation
(2)
multilingual retrieval
(2)
Papers
Using BERT to Explore Lexical Semantic Change of Prepositions
EACL 2026
Multimodal Evaluation of Russian-language Architectures
EACL 2026
Fine-Grained Semantic Comparison of Legal Documents using LLMs
ACL 2026
DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness
EACL 2026
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA
EMNLP 2025
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
EMNLP 2025
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA
EMNLP 2025
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA
IJCNLP 2025
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection
ACL 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages
ACL 2025
SPY: Enhancing Privacy with Synthetic PII Detection Dataset
NAACL 2025
Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images
NAACL 2025
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
NAACL 2025
RAGulator: Effective RAG for Regulatory Question Answering
COLING 2025
Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home
ACL 2025
SmurfCat at SemEval-2025 Task 3: Bridging External Knowledge and Model Uncertainty for Enhanced Hallucination Detection
SEMEVAL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data
SEMEVAL 2025
FactDebug at SemEval-2025 Task 7: Hybrid Retrieval Pipeline for Identifying Previously Fact-Checked Claims Across Multiple Languages
SEMEVAL 2025
SmurfCat at SHROOM-CAP: Factual but Awkward? Fluent but Wrong? Tackling Both in LLM Scientific QA
AACL 2025
TabaQA at SemEval-2025 Task 8: Column Augmented Generation for Question Answering over Tabular Data
ACL 2025
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts
NAACL 2024
DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning
EMNLP 2024
Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA
EMNLP 2024
DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models
NAACL 2024
JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering
ACL 2024
DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models
SEMEVAL 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts
SEMEVAL 2024