Valentin Malykh

According to our database, Valentin Malykh authored at least 46 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SumHiS: Extractive Summarization Exploiting Hidden Structure.

Pavel Tikhonov, Anastasiya Ianina, Valentin Malykh

CoRR, 2024

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

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task - CORRIGENDUM.

Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina

Nat. Lang. Eng., July, 2023

Ad astra or astray: Exploring linguistic knowledge of multilingual BERT through NLI task.

Maria Tikhonova, Vladislav Mikhailov, Dina Pisarevskaya, Valentin Malykh, Tatiana Shavrina

Nat. Lang. Eng., May, 2023

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search.

Nikita Sorokin, Dmitry Abulkhanov, Sergey I. Nikolenko, Valentin Malykh

CoRR, 2023

LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment.

Dmitry Abulkhanov, Nikita Sorokin, Sergey I. Nikolenko, Valentin Malykh

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Large Language Models Meet Knowledge Graphs to Answer Factoid Questions.

Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko

Proceedings of the 37th Pacific Asia Conference on Language, 2023

Answer Candidate Type Selection: Text-To-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs.

Mikhail Salnikov, Maria Lysyuk, Pavel Braslavski, Anton Razzhigaev, Valentin Malykh, Alexander Panchenko

Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023), 2023

User Review Summarization in Russian.

Artem Prisiazhniuk, Valentin Malykh

Proceedings of the Recent Trends in Analysis of Images, Social Networks and Texts, 2023

A System for Answering Simple Questions in Multiple Languages.

Anton Razzhigaev, Mikhail Salnikov, Valentin Malykh, Pavel Braslavski, Alexander Panchenko

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

2022

Template-based Approach to Zero-shot Intent Recognition.

Dmitry Lamanov, Pavel Burnyshev, Ekaterina Artemova, Valentin Malykh, Andrey Bout, Irina Piontkovskaya

CoRR, 2022

WikiMulti: a Corpus for Cross-Lingual Summarization.

Pavel Tikhonov, Valentin Malykh

CoRR, 2022

Russian SuperGLUE 1.1: Revising the Lessons not Learned by Russian NLP models.

Alena Fenogenova, Maria Tikhonova, Vladislav Mikhailov, Tatiana Shavrina, Anton A. Emelyanov, Denis Shevelev, Alexander Kukushkin, Valentin Malykh, Ekaterina Artemova

CoRR, 2022

Ask Me Anything in Your Native Language.

Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

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

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

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

Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022

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

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

How not to Lie with a Benchmark: Rearranging NLP Leaderboards.

Tatiana Shavrina, Valentin Malykh

CoRR, 2021

MOROCCO: Model Resource Comparison Framework.

Valentin Malykh, Alexander Kukushkin, Ekaterina Artemova, Vladislav Mikhailov, Maria Tikhonova, Tatiana Shavrina

CoRR, 2021

The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.

Elena Tutubalina, Ilseyar Alimova, Zulfat Miftahutdinov, Andrey Sakhovskiy, Valentin Malykh, Sergey I. Nikolenko

Bioinform., 2021

Multiple Teacher Distillation for Robust and Greener Models.

Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

InFoBERT: Zero-Shot Approach to Natural Language Understanding Using Contextualized Word Embedding.

Pavel Burnyshev, Andrey Bout, Valentin Malykh, Irina Piontkovskaya

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

Single Example Can Improve Zero-Shot Data Generation.

Pavel Burnyshev, Valentin Malykh, Andrey Bout, Ekaterina Artemova, Irina Piontkovskaya

Proceedings of the 14th International Conference on Natural Language Generation, 2021

Building a Bilingual QA-system with ruGPT-3.

Tatiana Shavrina, Dina Pisarevskaya, Valentin Malykh

Proceedings of the Analysis of Images, Social Networks and Texts, 2021

2020

Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification.

Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko

J. Intell. Fuzzy Syst., 2020

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback.

Ilya Shenbin, Anton Alekseev, Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

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

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

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

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

SumTitles: a Summarization Dataset with Low Extractiveness.

Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Specialized Image Descriptors for Signboard Photographs Classification.

Aleksei Samarin, Valentin Malykh, Sergey Muravyov

Proceedings of the Databases and Information Systems, 2020

Ensemble-Based Commercial Buildings Facades Photographs Classifier.

Aleksei Samarin, Valentin Malykh

Proceedings of the Analysis of Images, Social Networks and Texts, 2020

Generating Sport Summaries: A Case Study for Russian.

Valentin Malykh, Denis Porplenko, Elena Tutubalina

Proceedings of the Analysis of Images, Social Networks and Texts, 2020

2019

The Second Conversational Intelligence Challenge (ConvAI2).

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

CoRR, 2019

AspeRa: Aspect-Based Rating Prediction Model.

Sergey I. Nikolenko, Elena Tutubalina, Valentin Malykh, Ilya Shenbin, Anton Alekseev

Proceedings of the Advances in Information Retrieval, 2019

Self-attentive Model for Headline Generation.

Daniil Gavrilov, Pavel Kalaidin, Valentin Malykh

Proceedings of the Advances in Information Retrieval, 2019

Combined Advertising Sign Classifier.

Valentin Malykh, Aleksei Samarin

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspect Extraction.

Valentin Malykh, Anton Alekseev, Elena Tutubalina, Ilya Shenbin, Sergey I. Nikolenko

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

Robust to Noise Models in Natural Language Processing Tasks.

Valentin Malykh

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

AspeRa: Aspect-Based Rating Prediction Based on User Reviews.

Elena Tutubalina, Valentin Malykh, Sergey I. Nikolenko, Anton Alekseev, Ilya Shenbin

Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

2018

Medical concept normalization in social media posts with recurrent neural networks.

Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh

J. Biomed. Informatics, 2018

Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts.

Elena Tutubalina, Zulfat Miftahutdinov, Sergey I. Nikolenko, Valentin Malykh

CoRR, 2018

Robust Word Vectors: Context-Informed Embeddings for Noisy Texts.

Valentin Malykh, Varvara Logacheva, Taras Khakhulin

Proceedings of the 4th Workshop on Noisy User-generated Text, 2018

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

Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018

2017

Generalizable Architecture for Robust Word Vectors Tested by Noisy Paraphrases.

Valentin Malykh

Proceedings of the Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST 2017), Moscow, Russia, July 27, 2017

2016

Reproducing Russian NER Baseline Quality without Additional Data.

Valentin Malykh, Alexey Ozerin

Proceedings of the Third Workshop on Concept Discovery in Unstructured Data co-located with the 13th International Conference on Concept Lattices and Their Applications (CLA 2016), 2016

2015

Sentiment classification of reviews and twitter posts based on dictionaries.

Elena Tutubalina, Vladimir Ivanov, Mariya Zagulova, Nikita Mingazov, Ilseyar Alimova, Valentin Malykh

Russ. Digit. Libr. J., 2015