Valentin Malykh

83 papers A* 2A 1B 3C 1Misc 9Journal 39Unranked 27
YearRankTypeTitle / Venue / Authors
2026 — conf
Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling.
EACL (Student Research Workshop)
Timur Ionov, Anna Marshalova, Valentin Malykh
2026 — conf
DRAGOn: Designing RAG On Periodically Updated Corpus.
EACL (Student Research Workshop)
Fedor Chernogorskii, Sergej Averkiev, Liliya Kudraleeva, Zaven Martirosian, Maria Tikhonova, Valentin Malykh, Alena Fenogenova
2026 J jnl
Hierarchical Embedding Fusion for Retrieval-Augmented Code Generation.
CoRR
Nikita Sorokin, Ivan Sedykh, Valentin Malykh
2025 J jnl
AINL-Eval 2025 Shared Task: Detection of AI-Generated Scientific Abstracts in Russian.
CoRR
Tatiana Batura, Elena Bruches, Milana Shvenk, Valentin Malykh
2025 J jnl
Automation of Multi-Class Microscopy Image Classification Based on the Microorganisms Taxonomic Features Extraction.
J. Imaging
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2025 — conf
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search.
NAACL (Student Research Workshop)
Nikita Sorokin, Tikhonov Anton, Dmitry Abulkhanov, Ivan Sedykh, Irina Piontkovskaya, Valentin Malykh
2025 J jnl
CIDRe: A Reference-Free Multi-Aspect Criterion for Code Comment Quality Measurement.
CoRR
Maria Dziuba, Valentin Malykh
2025 J jnl
DRAGON: Dynamic RAG Benchmark On News.
CoRR
Fedor Chernogorskii, Sergej Averkiev, Liliya Kudraleeva, Zaven Martirosian, Maria Tikhonova, Valentin Malykh, Alena Fenogenova
2025 J jnl
IDAP++: Advancing Divergence-Based Pruning via Filter-Level and Layer-Level Optimization.
CoRR
Aleksei Samarin, Artem A. Nazarenko, Egor Kotenko, Valentin Malykh, Alexander Savelev, Aleksei Toropov
2025 J jnl
Iterative Self-Training for Code Generation via Reinforced Re-Ranking.
CoRR
Nikita Sorokin, Ivan Sedykh, Valentin Malykh
2025 — conf
Iterative Self-training for Code Generation via Reinforced Re-ranking.
ECIR (3)
Nikita Sorokin, Ivan Sedykh, Valentin Malykh
2025 — conf
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair.
NAACL (Student Research Workshop)
Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh
2025 J jnl
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair.
CoRR
Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh
2025 J jnl
MERA Code: A Unified Framework for Evaluating Code Generation Across Tasks.
CoRR
Artem Chervyakov, Alexander Kharitonov, Pavel Zadorozhny, Pavel Adamenko, Rodion Levichev, Dmitrii Vorobev, Dmitrii Salikhov, Aidar Valeev, Alena Pestova, Maria Dziuba, Ilseyar Alimova, Artem Zavgorodnev, Aleksandr Medvedev, Stanislav Moiseev, Elena Bruches, Daniil Grebenkin, Roman Derunets, Vikulov Vladimir, Anton A. Emelyanov, Dmitrii Babaev, Vladimir Ivanov, Valentin Malykh, Alena Fenogenova
2025 J jnl
Non-Contrast Brain CT Images Segmentation Enhancement: Lightweight Pre-Processing Model for Ultra-Early Ischemic Lesion Recognition and Segmentation.
J. Imaging
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Aleksandra Dozortseva, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Galiya Narova, Elena Mikhailova, Valentin Malykh
2025 J jnl
ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations.
CoRR
Dmitriy Shopkhoev, Ammar Ali, Magauiya Zhussip, Valentin Malykh, Stamatios Lefkimmiatis, Nikos Komodakis, Sergey Zagoruyko
2025 — conf
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks.
EMNLP (System Demonstrations)
Pavel Adamenko, Mikhail Ivanov, Aidar Valeev, Rodion Levichev, Pavel Zadorozhny, Ivan Lopatin, Dmitrii Babaev, Alena Fenogenova, Valentin Malykh
2025 J jnl
SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks.
CoRR
Pavel Adamenko, Mikhail Ivanov, Aidar Valeev, Rodion Levichev, Pavel Zadorozhny, Ivan Lopatin, Dmitry Babayev, Alena Fenogenova, Valentin Malykh
2025 — conf
StRuCom: A Novel Dataset of Structured Code Comments in Russian.
ACL (4)
Maria Dziuba, Valentin Malykh
2025 J jnl
StRuCom: A Novel Dataset of Structured Code Comments in Russian.
CoRR
Maria Dziuba, Valentin Malykh
2024 Misc conf
Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning.
AIST
Liao Xin, Daria Liutova, Valentin Malykh
2024 — conf
Custom Descriptors Applications for Endoscopy Images Classification.
ICPR (Workshops and Challenges, 3)
Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Alina Dzestelova, Elena Mikhailova, Aleksandra Dozortseva, Valentin Malykh
2024 — conf
Efficient Detection of Small-Scale Microorganisms in Microscopic Photography.
AIST (Supplement)
Aleksei Samarin, Aleksandr Savelev, Aleksei Toropov, Alina Dzestelova, Alexandr Motyko, Aleksandra Dozortseva, Egor Kotenko, Elena Mikhailova, Valentin Malykh
2024 — conf
Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement.
ICPR (Workshops and Challenges, 3)
Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Aleksandra Dozortseva, Alexander Motyko, Egor Kotenko, Artem A. Nazarenko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh
2024 — conf
MoRAE: Movie Review Dataset for Aspect Extraction.
AIST (Supplement)
Yaroslav Pristalov, Valentin Malykh
2024 — conf
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets.
LREC/COLING
Ivan Sedykh, Nikita Sorokin, Dmitry Abulkhanov, Sergey I. Nikolenko, Valentin Malykh
2024 J jnl
SumHiS: Extractive Summarization Exploiting Hidden Structure.
CoRR
Pavel Tikhonov, Anastasiya Ianina, Valentin Malykh
2023 — conf
A System for Answering Simple Questions in Multiple Languages.
ACL (demo)
Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko
2023 J jnl
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task - CORRIGENDUM.
Nat. Lang. Eng.
Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina
2023 J jnl
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task.
Nat. Lang. Eng.
Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina
2023 — conf
Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.
KONVENS
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023 J jnl
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.
CoRR
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
2023 J jnl
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search.
CoRR
Nikita Sorokin, Dmitry Abulkhanov, Sergey I. Nikolenko, Valentin Malykh
2023 A* conf
LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment.
SIGIR
Dmitry Abulkhanov, Nikita Sorokin, Sergey I. Nikolenko, Valentin Malykh
2023 C conf
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.
PACLIC
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023 J jnl
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.
CoRR
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
2023 J jnl
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets.
CoRR
Ivan Sedykh, Dmitry Abulkhanov, Nikita Sorokin, Sergey I. Nikolenko, Valentin Malykh
2023 — conf
User Review Summarization in Russian.
AIST (Supplement)
Artem Prisiazhniuk, Valentin Malykh
2022 — conf
Ask Me Anything in Your Native Language.
NAACL-HLT
Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh
2022 A* conf
DetIE: Multilingual Open Information Extraction Inspired by Object Detection.
AAAI
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
2022 J jnl
DetIE: Multilingual Open Information Extraction Inspired by Object Detection.
CoRR
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
2022 — conf
Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots.
ICPR Workshops (2)
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2022 — ed.
Proceedings of the Fifth Workshop on Technologies for Machine Translation of Low-Resource Languages, LoResMT@COLING 2022, Gyeongju, Republic of Korea, October 12 - 17, 2022.
LoResMT@COLING
Atul Kr. Ojha, Chao-Hong Liu, Ekaterina Vylomova, Jade Z. Abbott, Jonathan Washington, Nathaniel Oco, Flammie A. Pirinen, Valentin Malykh, Varvara Logacheva, Xiaobing Zhao
2022 J jnl
Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models.
CoRR
Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Tatiana Shavrina, Anton A. Emelyanov, Denis Shevelev, Alexander Kukushkin, Valentin Malykh, Ekaterina Artemova
2022 J jnl
Template-based Approach to Zero-shot Intent Recognition.
CoRR
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
2022 — conf
The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs.
ICPR Workshops (2)
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
2022 J jnl
WikiMulti: a Corpus for Cross-Lingual Summarization.
CoRR
Pavel Tikhonov, Valentin Malykh
2021 J jnl
A Single Example Can Improve Zero-Shot Data Generation.
CoRR
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
2021 Misc conf
Building a Bilingual QA-system with ruGPT-3.
AIST
Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh
2021 J jnl
How not to Lie with a Benchmark: Rearranging NLP Leaderboards.
CoRR
Tatiana Shavrina, Valentin Malykh
2021 Misc conf
InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding.
RANLP
Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya
2021 J jnl
MOROCCO: Model Resource Comparison Framework.
CoRR
Valentin Malykh, Alexander Kukushkin, Ekaterina Artemova, Vladislav Mikhailov, Maria Tikhonova, Tatiana Shavrina
2021 Misc conf
Multiple Teacher Distillation for Robust and Greener Models.
RANLP
Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh
2021 B conf
Single Example Can Improve Zero-Shot Data Generation.
INLG
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
2021 J jnl
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.
Bioinform.
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
2020 Misc conf
Ensemble-Based Commercial Buildings Facades Photographs Classifier.
AIST
Aleksei Samarin, Valentin Malykh
2020 Misc conf
Generating Sport Summaries: A Case Study for Russian.
AIST
Valentin Malykh, Denis Porplenko, Elena Tutubalina
2020 B conf
Humans Keep It One Hundred: an Overview of AI Journey.
LREC
Tatiana Shavrina, Anton A. Emelyanov, Alena Fenogenova, Vadim Fomin, Vladislav Mikhailov, Andrey Evlampiev, Valentin Malykh, Vladimir Larin, Alex Natekin, Aleksandr Vatulin, Peter Romov, Daniil Anastasiev, Nikolai Zinov, Andrey Chertok
2020 J jnl
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification.
CoRR
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
2020 J jnl
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification.
J. Intell. Fuzzy Syst.
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
2020 A conf
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
WSDM
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
2020 — conf
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark.
EMNLP (1)
Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev
2020 J jnl
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark.
CoRR
Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev
2020 Misc conf
Specialized Image Descriptors for Signboard Photographs Classification.
DB&IS
Aleksei Samarin, Valentin Malykh, Sergey Muravyov
2020 B conf
SumTitles: a Summarization Dataset with Low Extractiveness.
COLING
Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya
2020 J jnl
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews.
CoRR
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
2019 — conf
AspeRa: Aspect-Based Rating Prediction Based on User Reviews.
WNLP@ACL
Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin
2019 — conf
AspeRa: Aspect-Based Rating Prediction Model.
ECIR (2)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
2019 J jnl
AspeRa: Aspect-based Rating Prediction Model.
CoRR
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
2019 Misc conf
Combined Advertising Sign Classifier.
AIST
Valentin Malykh, Aleksei Samarin
2019 J jnl
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.
CoRR
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
2019 — conf
Robust to Noise Models in Natural Language Processing Tasks.
ACL (2)
Valentin Malykh
2019 J jnl
Self-Attentive Model for Headline Generation.
CoRR
Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh
2019 — conf
Self-attentive Model for Headline Generation.
ECIR (2)
Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh
2019 J jnl
The Second Conversational Intelligence Challenge (ConvAI2).
CoRR
Emily Dinan, Varvara Logacheva, Valentin Malykh, Alexander H. Miller, Kurt Shuster, Jack Urbanek, Douwe Kiela, Arthur Szlam, Iulian Serban, Ryan Lowe, Shrimai Prabhumoye, Alan W. Black, Alexander I. Rudnicky, Jason D. Williams, Joelle Pineau, Mikhail Burtsev, Jason Weston
2019 Misc conf
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction.
AIST
Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko
2018 — conf
DeepPavlov: Open-Source Library for Dialogue Systems.
ACL (4)
Mikhail Burtsev, Alexander V. Seliverstov, Rafael Airapetyan, Mikhail Y. Arkhipov, Dilyara Baymurzina, Nickolay Bushkov, Olga Gureenkova, Taras Khakhulin, Yuri Kuratov, Denis Kuznetsov, Alexey Litinsky, Varvara Logacheva, Alexey Lymar, Valentin Malykh, Maxim Petrov, Vadim Polulyakh, Leonid Pugachev, Alexey Sorokin, Maria Vikhreva, Marat Zaynutdinov
2018 J jnl
Medical concept normalization in social media posts with recurrent neural networks.
J. Biomed. Informatics
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
2018 — conf
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts.
NUT@EMNLP
Valentin Malykh, Varvara Logacheva, Taras Khakhulin
2018 J jnl
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts.
CoRR
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
2017 — conf
Generalizable Architecture for Robust Word Vectors Tested by Noisy Paraphrases.
AIST (Supplement)
Valentin Malykh
2016 — conf
Reproducing Russian NER Baseline Quality without Additional Data.
CDUD@CLA
Valentin Malykh, Alexey Ozerin
2015 J jnl
Sentiment classification of reviews and twitter posts based on dictionaries.
Russ. Digit. Libr. J.
Elena Tutubalina, Vladimir Ivanov, Mariya Zagulova, Nikita Mingazov, Ilseyar Alimova, Valentin Malykh