Vasily Konovalov

Orcid: 0000-0002-4745-4718

According to our database1, Vasily Konovalov authored at least 18 papers between 2016 and 2025.

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Bibliography

2025
Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA.
CoRR, May, 2025

LLM-Independent Adaptive RAG: Let the Question Speak for Itself.
CoRR, May, 2025

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts.
CoRR, March, 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.
CoRR, January, 2025

SPY: Enhancing Privacy with Synthetic PII Detection Dataset.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing.
Proceedings of the Advances in Information Retrieval, 2025

RAGulator: Effective RAG for Regulatory Question Answering.
Proceedings of the 31st International Conference on Computational Linguistics, 2025

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024

Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation.
Proceedings of the Analysis of Images, Social Networks and Texts, 2024

2023
Tuning-Free Discriminative Nearest Neighbor Few-Shot Intent Detection via Consecutive Knowledge Transfer.
Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2023

2022
Knowledge Distillation of Russian Language Models with Reduction of Vocabulary.
CoRR, 2022

2020
Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker.
CoRR, 2020

2016
The Negochat Corpus of Human-agent Negotiation Dialogues.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016


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