Valentin Malykh
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
42
Venues
15
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
42 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Fine-Grained Semantic Comparison of Legal Documents using LLMs. | Elisei Rykov, Nikolay Ivanov, Maria Bandulevich, Kseniia Petrushina, Valentin Malykh, Vasily Konovalov, Alexander Panchenko, Ilseyar Alimova |
| 2026 | EACL | DRAGOn: Designing RAG On Periodically Updated Corpus. | Fedor Chernogorskii, Sergej Averkiev, Liliya Kudraleeva, Zaven Martirosian, Maria Tikhonova, Valentin Malykh, Alena Fenogenova |
| 2026 | EACL | Call, Reward, Repeat: Advancing Dialog State Tracking with GRPO and Function Calling. | Timur Ionov, Anna Marshalova, Valentin Malykh |
| 2026 | SIGIR | SLeDoC: System for Legal Document Comparison. | Elisei Rykov, Nikolay Ivanov, Kseniia Petrushina, Maria Bandulevich, Valentin Malykh, Vasily Konovalov, Alexander Panchenko, Ilseyar Alimova |
| 2026 | SIGIR | SAGE: Solver-Aligned Guided Exploration. | Nikita Sorokin, Ivan Sedykh, Timur Ionov, Valentin Malykh |
| 2026 | SIGIR | Hierarchical Embedding Fusion for Retrieval-Augmented Code Generation. | Nikita Sorokin, Ivan Sedykh, Valentin Malykh |
| 2025 | ACL | StRuCom: A Novel Dataset of Structured Code Comments in Russian. | Maria Dziuba, Valentin Malykh |
| 2025 | ECIR | Iterative Self-training for Code Generation via Reinforced Re-ranking. | Nikita Sorokin, Ivan Sedykh, Valentin Malykh |
| 2025 | EMNLP | SWE-MERA: A Dynamic Benchmark for Agenticly Evaluating Large Language Models on Software Engineering Tasks. | Pavel Adamenko, Mikhail Ivanov, Aidar Valeev, Rodion Levichev, Pavel Zadorozhny, Ivan Lopatin, Dmitrii Babaev, Alena Fenogenova, Valentin Malykh |
| 2025 | NAACL | Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair. | Maksim Borisov, Zhanibek Kozhirbayev, Valentin Malykh |
| 2025 | NAACL | CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search. | Nikita Sorokin, Tikhonov Anton, Dmitry Abulkhanov, Ivan Sedykh, Irina Piontkovskaya, Valentin Malykh |
| 2024 | AIST | MoRAE: Movie Review Dataset for Aspect Extraction. | Yaroslav Pristalov, Valentin Malykh |
| 2024 | AIST | Efficient Detection of Small-Scale Microorganisms in Microscopic Photography. | Aleksei Samarin, Aleksandr Savelev, Aleksei Toropov, Alina Dzestelova, Alexandr Motyko, Aleksandra Dozortseva, Egor Kotenko, Elena Mikhailova, Valentin Malykh |
| 2024 | AIST | Cross-Language Summarization in Russian and Chinese Using the Reinforcement Learning. | Liao Xin, Daria Liutova, Valentin Malykh |
| 2024 | COLING | Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets. | Ivan Sedykh, Nikita Sorokin, Dmitry Abulkhanov, Sergey I. Nikolenko, Valentin Malykh |
| 2024 | ICPR | Filter-Based Preprocessing Neural Network Model for Microorganism Detection Improvement. | Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Aleksandra Dozortseva, Alexander Motyko, Egor Kotenko, Artem A. Nazarenko, Alina Dzestelova, Elena Mikhailova, Valentin Malykh |
| 2024 | ICPR | Custom Descriptors Applications for Endoscopy Images Classification. | Aleksei Samarin, Aleksei Toropov, Alexander Savelev, Egor Kotenko, Artem A. Nazarenko, Alexander Motyko, Alina Dzestelova, Elena Mikhailova, Aleksandra Dozortseva, Valentin Malykh |
| 2023 | ACL | A System for Answering Simple Questions in Multiple Languages. | Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko |
| 2023 | AIST | User Review Summarization in Russian. | Artem Prisiazhniuk, Valentin Malykh |
| 2023 | PACLIC | Large Language Models Meet Knowledge Graphs to Answer Factoid Questions. | Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko |
| 2023 | SIGIR | LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment. | Dmitry Abulkhanov, Nikita Sorokin, Sergey I. Nikolenko, Valentin Malykh |
| 2022 | AAAI | DetIE: Multilingual Open Information Extraction Inspired by Object Detection. | Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko |
| 2022 | ICPR | Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. | Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko |
| 2022 | ICPR | The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. | Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko |
| 2022 | NAACL | Ask Me Anything in Your Native Language. | Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh |
| 2021 | AIST | Building a Bilingual QA-system with ruGPT-3. | Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh |
| 2021 | INLG | Single Example Can Improve Zero-Shot Data Generation. | Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya |
| 2021 | RANLP | InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding. | Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya |
| 2021 | RANLP | Multiple Teacher Distillation for Robust and Greener Models. | Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh |
| 2020 | AIST | Generating Sport Summaries: A Case Study for Russian. | Valentin Malykh, Denis Porplenko, Elena Tutubalina |
| 2020 | AIST | Ensemble-Based Commercial Buildings Facades Photographs Classifier. | Aleksei Samarin, Valentin Malykh |
| 2020 | COLING | SumTitles: a Summarization Dataset with Low Extractiveness. | Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya |
| 2020 | EMNLP | RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark. | Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev |
| 2020 | LREC | Humans Keep It One Hundred: an Overview of AI Journey. | 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 | WSDM | RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. | Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko |
| 2019 | ACL | Robust to Noise Models in Natural Language Processing Tasks. | Valentin Malykh |
| 2019 | AIST | Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. | Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko |
| 2019 | AIST | Combined Advertising Sign Classifier. | Valentin Malykh, Aleksei Samarin |
| 2019 | ECIR | Self-attentive Model for Headline Generation. | Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh |
| 2019 | ECIR | AspeRa: Aspect-Based Rating Prediction Model. | Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev |
| 2018 | ACL | DeepPavlov: Open-Source Library for Dialogue Systems. | 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 |
| 2017 | AIST | Generalizable Architecture for Robust Word Vectors Tested by Noisy Paraphrases. | Valentin Malykh |