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iad_recsys's Introduction

Who am I?

class About(Me):
    name: str = 'Alexander'
    education: str = 'HSE Fundamental and Computational Linguistics'
    occupation: str = 'Senior NLP Research Engineer & Head of NLP R&D'

    languages: dict[str, str] = {
        'Russian': 'Native',
        'English': 'B2+',
        'German': 'A2'
    }

    code: list[str] = ['python', 'cython', 'sql']
    
    technologies: dict[str, list[str]] = {
        'ml': ['scikit-learn', 'rapids', 'faiss'],
        'dl': ['pytorch', 'keras', 'transformers'],
        'analytics': ['pandas', 'dask', 'clickhouse', 'bigquery', 'elasticsearch'],
        'visualization': ['seaborn', 'matplotlib', 'plotly'],
        'nlp': ['rnnmorph', 'pymystem3', 'nltk', 'spacy', 're', 'natasha', 'gensim'],
        'scraping': ['bs4', 'scrapy'],
        'databases': ['sqlite', 'mysql', 'postgresql', 'sqlalchemy'],
        'os': ['linux', 'windows'],
        'devops': ['docker', 'aws', 'gcp']
    }
    
    cv: str = 'https://drive.google.com/file/d/1cLmcttHLMc9OoRoelJ_lnIPZ4sLv3JLn'
    
    contacts: dict[str, str] = {
        'telegram': 'asbabiy',
        'email': '[email protected]'
    }

Publications

Aleksandr Babii, Marina Kazyulina, and Alexey Malafeev. 2021. fastText-based methods for Emotion Identification in Russian Internet Discourse.In13th ACM Web Science Conference 2021 (WebSci ’21), June 21–25, 2021,Virtual Event, United Kingdom.ACM, New York, NY, USA, 8 pages. https://doi.org/10.1145/3447535.3462499

Kazyulina M., Babii A., Malafeev A. (2021) Emotion Classification in Russian: Feature Engineering and Analysis. In: van der Aalst W.M.P. et al. (eds) Analysis of Images, Social Networks and Texts. AIST 2020. Lecture Notes in Computer Science, vol 12602. Springer, Cham. https://doi.org/10.1007/978-3-030-72610-2_10

Babii, A. S., & Kazyulina, M. S. (2020). AUTOMATIC EMOTION IDENTIFICATION IN RUSSIAN TEXT MESSAGES. Computational Linguistics and Intellectual Technologies. International Conference on Computational Linguistics and Intellectual Technologies “Dialogue.” https://doi.org/10.28995/2075-7182-2020-19-1002-1010

iad_recsys's People

Contributors

asbabiy avatar

Watchers

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