The Negochat Corpus of Human-agent Negotiation Dialogues. - Vasily Konovalov; Ron Artstein; Oren Melamud; Ido Dagan (LREC, 2016)

Goal-Oriented Multi-Task BERT-Based Dialogue State Tracker. - Pavel Gulyaev; Eugenia Elistratova; Vasily Konovalov; Yuri Kuratov; Leonid Pugachev; Mikhail Burtsev 001 (CoRR, 2020)

Knowledge Distillation of Russian Language Models with Reduction of Vocabulary. - Alina Kolesnikova; Yuri Kuratov; Vasily Konovalov; Mikhail Burtsev 001 (CoRR, 2022)

Tuning-Free Discriminative Nearest Neighbor Few-Shot Intent Detection via Consecutive Knowledge Transfer. - Maksim Savkin; Vasily Konovalov (AIST (Supplement), 2023)

Redefining Annotation Practices: Leveraging Large Language Models for Discourse Annotation. - Lidiia Ostyakova; Anna Mikhailova; Vasily Konovalov (AIST, 2024)

Efficient Answer Retrieval System (EARS): Combining Local DB Search and Web Search for Generative QA. - Nikita Krayko; Ivan Sidorov; Fedor Laputin; Daria Galimzianova; Vasily Konovalov (EMNLP (Industry Track), 2024)

DeepPavlov at SemEval-2024 Task 6: Detection of Hallucinations and Overgeneration Mistakes with an Ensemble of Transformer-based Models. - Ivan Maksimov; Vasily Konovalov; Andrei Glinskii (SemEval@NAACL, 2024)

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts. - Anastasia Voznyuk; Vasily Konovalov (SemEval@NAACL, 2024)

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. - Viktor Moskvoretskii; Maria Marina; Mikhail Salnikov; Nikolay Ivanov; Sergey Pletenev; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Irina Nikishina; Alexander Panchenko (ACL (1), 2025)

RAGulator: Effective RAG for Regulatory Question Answering. - Islam Aushev; Egor Kratkov; Evgenii Nikolaev; Andrei Glinskii; Vasilii Krikunov; Alexander Panchenko; Vasily Konovalov; Julia Belikova (COLING Workshops, 2025)

RURAGE: Robust Universal RAG Evaluator for Fast and Affordable QA Performance Testing. - Nikita Krayko; Ivan Sidorov; Fedor Laputin; Alexander Panchenko; Daria Galimzianova; Vasily Konovalov (ECIR (5), 2025)

How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM? - Sergey Pletenev; Maria Marina; Daniil Moskovskiy; Vasily Konovalov; Pavel Braslavski 001; Alexander Panchenko; Mikhail Salnikov (NAACL (Findings), 2025)

Through the Looking Glass: Common Sense Consistency Evaluation of Weird Images. - Elisei Rykov; Kseniia Petrushina; Kseniia Titova; Anton Razzhigaev; Alexander Panchenko; Vasily Konovalov (NAACL (Student Research Workshop), 2025)

SPY: Enhancing Privacy with Synthetic PII Detection Dataset. - Maksim Savkin; Timur Ionov; Vasily Konovalov (NAACL (Student Research Workshop), 2025)

Adaptive Retrieval Without Self-Knowledge? Bringing Uncertainty Back Home. - Viktor Moskvoretskii; Maria Lysyuk; Mikhail Salnikov; Nikolay Ivanov; Sergey Pletenev; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Irina Nikishina; Alexander Panchenko (CoRR, 2025)

Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts. - Elisei Rykov; Kseniia Petrushina; Kseniia Titova; Alexander Panchenko; Vasily Konovalov (CoRR, 2025)

LLM-Independent Adaptive RAG: Let the Question Speak for Itself. - Maria Marina; Nikolay Ivanov; Sergey Pletenev; Mikhail Salnikov; Daria Galimzianova; Nikita Krayko; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii (CoRR, 2025)

Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy QA. - Sergey Pletenev; Maria Marina; Nikolay Ivanov; Daria Galimzianova; Nikita Krayko; Mikhail Salnikov; Vasily Konovalov; Alexander Panchenko; Viktor Moskvoretskii (CoRR, 2025)