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Valentin Malykh

I am Research Scientist at Neural Systems and Deep Learning Laboratory at MIPT

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  val@maly.hk

Publications

Google Scholar profile

In English:

  • A Supervised Approach for SentiRuEval Task on Sentiment Analysis of Tweets about Telecom and Financial Companies, Tutubalina E. V., Zagulova M. A., Ivanov V. V., Malykh V. A., Dialog Conference, 2015
  • Reproducing Russian NER Baseline Quality Without Additional Data, V. Malykh and A. Ozerin, The 3d International Workshop on Concept Discovery in Unstructured Data (CDUD), 2016
  • Robust Word Vectors for Russian Language, V. Malykh, Artificial Intelligence and Natural Language (AINL), 2016
  • Generalizable Architecture for Robust Word Vectors Tested by Noisy Paraphrases, V. Malykh, The 6th International Conference On Analysis Of Images, Social Networks, And Texts (AIST), 2017
  • The first conversational intelligence challenge. M. Burtsev et al. NIPS 2018 Proceedings Challenge Chapter.
  • ConvAI dataset of topic-oriented human-to-bot dialogues. V. Logacheva, M. Burtsev, V. Malykh. NIPS 2018 Proceedings Challenge Chapter.
  • Automatic quality evaluation of human-to-chatbot dialogues. V. Logacheva et al. NIPS 2018 Proceedings Challenge Chapter.
  • DeepPavlov: Open-Source Library for Dialogue Systems. M. Burtsev et al. Proceedings of ACL 2018 Demo Track, Melbourne, Australia, 2018.
  • Robust Word Vectors: Context-Informed Embeddings for Noisy Texts. V.Malykh et al. Proceedings of 4th Workshop on Noisy User Texts, Empirical Methods in Natural Language Processing, Brussels, Belgium, 2018.
  • What Did You Say? On Classification of Noisy Texts. V. Malykh & V. Lyalin. Proceedings of International Conference on Artificial Neural Networks «Neuroinformatics», Moscow, Russia, 2018.
  • Named Entity Recognition in Noisy Domains. V. Malykh & V. Lyalin. Proceedings of International Conference on Artificial Intelligence Applications and Innovations. Limassol, Cyprus, 2018.
  • Noise Robustness in Aspect Extraction Task. V. Malykh & T. Khakhulin. Proceedings of ISP RAS Open Conference, Moscow, Russia, 2018.

In Russian:

  • Modeling of radio-exchange for traffic flow simulator. V. Malykh. Transactions of MIPT Science Conference, 2010.
  • Cluster system research for traffic flow simulator. V. Manuylov, V. Malykh. Transactions of MIPT Science Conference, 2010.
  • Agent-based modeling of traffic flows. Y. Panasiuk, V. Malykh et al. Transactions of MIPT Science Conference, 2010.
  • Recognition of augmented fields with usage of „Roulette“ algorithm. V. Malykh, V. Arlazarov, D. Sholomov, Proceedings of ISA RAS, 2013.
  • Application Of Bigram To Automatic Text Classification. V. Malykh, M. Pashkin. Transactions of TPSA, 2014.
  • On Classification of Noisy Texts. V. Malykh & V. Lyalin. Proceedings of ISA RAS, 2018.

In French: