Vitaly Romanov

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Multilingual Retrieval

Top Venues

Publications

Vitaly Romanov, Gcinizwe Dlamini, Aidar Valeev, Vladimir Ivanov
Leveraging Transformer and Graph Neural Networks for Variable Misuse Detection. ENASE (2023)
Albina Khusainova, Vitaly Romanov, Adil Khan
Automatic Bilingual Phrase Dictionary Construction from GIZA++ Output. MWE@LREC2022 (2022)
Vitaly Romanov, Vladimir Ivanov
Assessing the Importance of Global Relationships for Source Code Analysis Using Graph Neural Networks. ISDA (3) (2022)
Vladimir Ivanov, Vitaly Romanov, Giancarlo Succi
Predicting Type Annotations for Python using Embeddings from Graph Neural Networks. ICEIS (1) (2021)
Albina Khusainova, Adil Khan, Adín Ramírez Rivera, Vitaly Romanov
Hierarchical Transformer for Multilingual Machine Translation. CoRR (2021)
Vitaly Romanov, Albina Khusainova
Evaluation of Morphological Embeddings for the Russian Language. CoRR (2021)
Vitaly Romanov, Albina Khusainova
Evaluation of Morphological Embeddings for English and Russian Languages. CoRR (2021)
Albina Khusainova, Adil Khan, Adín Ramírez Rivera, Vitaly Romanov
Hierarchical Transformer for Multilingual Machine Translation. VarDial@EACL (2021)
Vitaly Romanov, Vladimir Ivanov, Giancarlo Succi
Approaches for Representing Software as Graphs for Machine Learning Applications. ICS (2020)
Vitaly Romanov
Evaluating importance of edge types when using graph neural network for predicting return types of Python functions. SPLASH (Companion) (2020)
Vitaly Romanov, Vladimir Ivanov, Giancarlo Succi
Representing Programs with Dependency and Function Call Graphs for Learning Hierarchical Embeddings. ICEIS (2) (2020)
Vitaly Romanov, Albina Khusainova
Evaluation of Morphological Embeddings for the Russian Language. NLPIR (2019)