Valentin Malykh

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 55

Top Topics

Natural Language

Extractive Summarization

Data Generation

Top Venues

ICPR Workshops (2)

Publications

Pavel Tikhonov, Anastasiya Ianina, Valentin Malykh
SumHiS: Extractive Summarization Exploiting Hidden Structure. CoRR (2024)
Ivan Sedykh, Nikita Sorokin, Dmitry Abulkhanov, Sergey I. Nikolenko, Valentin Malykh
Searching by Code: A New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets. LREC/COLING (2024)
Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko
A System for Answering Simple Questions in Multiple Languages. ACL (demo) (2023)
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs. KONVENS (2023)
Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs. CoRR (2023)
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions. PACLIC (2023)
Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task - CORRIGENDUM. Nat. Lang. Eng. 29 (4) (2023)
Ivan Sedykh, Dmitry Abulkhanov, Nikita Sorokin, Sergey I. Nikolenko, Valentin Malykh
Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets. CoRR (2023)
Nikita Sorokin, Dmitry Abulkhanov, Sergey Nikolenko, Valentin Malykh
CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search. CoRR (2023)
Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina
Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task. Nat. Lang. Eng. 29 (3) (2023)
Dmitry Abulkhanov, Nikita Sorokin, Sergey Nikolenko, Valentin Malykh
LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment. SIGIR (2023)
Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko
Large Language Models Meet Knowledge Graphs to Answer Factoid Questions. CoRR (2023)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. CoRR (2022)
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
Prior Segmentation and Attention Based Approach to Neoplasms Recognition by Single-Channel Monochrome Computer Tomography Snapshots. ICPR Workshops (2) (2022)
Michael Vasilkovsky, Anton Alekseev, Valentin Malykh, Ilya Shenbin, Elena Tutubalina, Dmitriy Salikhov, Mikhail Stepnov, Andrey Chertok, Sergey I. Nikolenko
DetIE: Multilingual Open Information Extraction Inspired by Object Detection. AAAI (2022)
Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Tatiana Shavrina, Anton A. Emelyanov, Denis Shevelev, Alexander Kukushkin, Valentin Malykh, Ekaterina Artemova
Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models. CoRR (2022)
Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh
Ask Me Anything in Your Native Language. NAACL-HLT (2022)
Aleksei Samarin, Alexander Savelev, Aleksei Toropov, Alina Dzestelova, Valentin Malykh, Elena Mikhailova, Alexandr Motyko
The Complete Study of the Movement Strategies of Trained Agents for Visual Descriptors of Advertising Signs. ICPR Workshops (2) (2022)
Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya
Template-based Approach to Zero-shot Intent Recognition. CoRR (2022)
Pavel Tikhonov, Valentin Malykh
WikiMulti: a Corpus for Cross-Lingual Summarization. CoRR (2022)
Valentin Malykh, Alexander Kukushkin, Ekaterina Artemova, Vladislav Mikhailov, Maria Tikhonova, Tatiana Shavrina
MOROCCO: Model Resource Comparison Framework. CoRR (2021)
Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh
Building a Bilingual QA-system with ruGPT-3. AIST (2021)
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
Single Example Can Improve Zero-Shot Data Generation. INLG (2021)
Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya
A Single Example Can Improve Zero-Shot Data Generation. CoRR (2021)
Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya
InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding. RANLP (2021)
Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh
Multiple Teacher Distillation for Robust and Greener Models. RANLP (2021)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews. Bioinform. 37 (2) (2021)
Aleksei Samarin, Valentin Malykh
Ensemble-Based Commercial Buildings Facades Photographs Classifier. AIST (2020)
Aleksei Samarin, Valentin Malykh, Sergey Muravyov
Specialized Image Descriptors for Signboard Photographs Classification. DB&IS (2020)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. WSDM (2020)
Valentin Malykh, Denis Porplenko, Elena Tutubalina
Generating Sport Summaries: A Case Study for Russian. AIST (2020)
Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark. EMNLP (1) (2020)
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification. CoRR (2020)
Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya
SumTitles: a Summarization Dataset with Low Extractiveness. COLING (2020)
Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko
The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews. CoRR (2020)
Tatiana Shavrina, Alena Fenogenova, Anton A. Emelyanov, Denis Shevelev, Ekaterina Artemova, Valentin Malykh, Vladislav Mikhailov, Maria Tikhonova, Andrey Chertok, Andrey Evlampiev
RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark. CoRR (2020)
Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification. J. Intell. Fuzzy Syst. 39 (2) (2020)
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
Humans Keep It One Hundred: an Overview of AI Journey. LREC (2020)
Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko
RecVAE: a New Variational Autoencoder for Top-N Recommendations with Implicit Feedback. CoRR (2019)
Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh
Self-Attentive Model for Headline Generation. CoRR (2019)
Valentin Malykh
Robust to Noise Models in Natural Language Processing Tasks. ACL (2) (2019)
Valentin Malykh, Aleksei Samarin
Combined Advertising Sign Classifier. AIST (2019)
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 Williams, Joelle Pineau, Mikhail S. Burtsev, Jason Weston
The Second Conversational Intelligence Challenge (ConvAI2). CoRR (2019)
Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko
Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction. AIST (2019)
Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin
AspeRa: Aspect-Based Rating Prediction Based on User Reviews. WNLP@ACL (2019)
Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh
Self-attentive Model for Headline Generation. ECIR (2) (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-based Rating Prediction Model. CoRR (2019)
Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev
AspeRa: Aspect-Based Rating Prediction Model. ECIR (2) (2019)
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts. CoRR (2018)
Mikhail S. 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
DeepPavlov: Open-Source Library for Dialogue Systems. ACL (4) (2018)
Valentin Malykh, Varvara Logacheva, Taras Khakhulin
Robust Word Vectors: Context-Informed Embeddings for Noisy Texts. NUT@EMNLP (2018)
Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh
Medical concept normalization in social media posts with recurrent neural networks. J. Biomed. Informatics 84 (2018)
Valentin Malykh
Generalizable Architecture for Robust Word Vectors Tested by Noisy Paraphrases. AIST (Supplement) (2017)
Valentin Malykh, Alexey Ozerin
Reproducing Russian NER Baseline Quality without Additional Data. CDUD@CLA (2016)
Elena Tutubalina, Vladimir Ivanov, Mariya Zagulova, Nikita Mingazov, Ilseyar Alimova, Valentin Malykh
Sentiment classification of reviews and twitter posts based on dictionaries. Russ. Digit. Libr. J. 18 (3-4) (2015)