--- title: "Alexey Svyatkovskiy — author profile and papers in our library" description: "Alexey Svyatkovskiy, Google DeepMind: 3 papers on Elamur Research (2020–2022), h-index 117 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/alexey-svyatkovskiy/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/alexey-svyatkovskiy/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Alexey Svyatkovskiy # Alexey Svyatkovskiy Alexey Svyatkovskiy has 3 papers in our library, in 2020–2022, most of them on [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Daya Guo](https://md.research.elamur.ai/free/en/authors/daya-guo/), [Nan Duan](https://md.research.elamur.ai/free/en/authors/nan-duan/), [Shuai Lu](https://md.research.elamur.ai/free/en/authors/shuai-lu/). 3 papers in our library · 2020–2022 [OpenAlex](https://openalex.org/A5107913291) · [ORCID](https://orcid.org/0000-0001-7714-4481) · [Wikidata](https://www.wikidata.org/wiki/Q130841440) · [**h-index 117**](https://openalex.org/authors/A5107913291) · [642 works](https://openalex.org/works?filter=author.id:A5107913291) · [60,545 citations](https://openalex.org/works?filter=author.id:A5107913291&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/#papers) · [🔗 Cited 246 times in our library](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/cited-by/) · [⭐ Paper Stars ranking: #3427](https://md.research.elamur.ai/free/en/paper-stars/page/35/#star-3427) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Alexey+Svyatkovskiy) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Alexey+Svyatkovskiy) · [dblp](https://dblp.org/search?q=Alexey+Svyatkovskiy) · [ACL Anthology](https://aclanthology.org/search/?q=Alexey+Svyatkovskiy) ## Affiliations [🏢**Google DeepMind** London · United Kingdom 2025 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 2010–2022 · 436 papers](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/) · [🔬**Institute of High Energy Physics** Vienna · Austria 2011–2017 · 27 papers](https://ror.org/039shy520) · [🎓**Princeton University** Princeton · United States 2015–2018 · 26 papersEmployment 2015–2016 · Big Data Analyst, Princeton Institute for Computation Science and EngineeringEmployment 2016–2018 · Research Specialist, Princeton Institute for Computational Science and Engineering](https://md.research.elamur.ai/free/en/universities/princeton-university/) · [🏛️**Austrian Academy of Sciences** Vienna · Austria 2011–2017 · 25 papers](https://ror.org/03anc3s24) · [🎓**University of Puerto Rico-Mayaguez** Mayagüez · Puerto Rico (US) 2015–2018 · 18 papers](https://ror.org/00wek6x04) · [🔬**European Organization for Nuclear Research** Geneva · Switzerland 2012–2013 · 18 papers](https://ror.org/01ggx4157) · [🏢**Microsoft** Redmond · United States 2020–2024 · 15 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**Purdue University Northwest** Hammond · United States 2014–2017 · 6 papers](https://ror.org/04keq6987) · [🎓**Peking University** Beijing · China 2016–2017 · 5 papers](https://md.research.elamur.ai/free/en/universities/peking-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Information Systems · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Science Applications · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) 🧭 Topics 3 Research subjects and languages the work is about.[Code & programming languages · 2 works](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Works by year ### 2020s [**2022** 1 paper](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/year/2022/) · [**2021** 1 paper](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/year/2021/) · [**2020** 1 paper](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/year/2020/) ## Papers The most cited first (OpenAlex and our library). 1. **[GraphCodeBERT: Pre-training Code Representations with Data Flow](https://md.research.elamur.ai/free/en/papers/guo-2021-graphcodebert-pre-training-code-representations/)** *(2021 · 332 citations)* Most pre-trained models for source code read a program as a plain token sequence. This ignores structural information that shows what the code actually does. GraphCodeBERT adds data flow to the input: a graph in which variables are nodes and directed edges show which variables each value is derived from. The authors… 2. **[PyMT5: multi-mode translation of natural language and Python code with transformers](https://md.research.elamur.ai/free/en/papers/clement-2020-pymt5-multi-mode-translation-natural/)** *(2020 · 158 citations)* The paper tackles joint modeling of Python source code and its natural-language documentation. The authors propose a single sequence-to-sequence transformer, PyMT5, that converts in both directions: it writes method bodies from signatures or docstrings, and it summarizes code into docstrings. Code and text are… 3. **[ReACC: A Retrieval-Augmented Code Completion Framework](https://md.research.elamur.ai/free/en/papers/lu-2022-reacc-retrieval-augmented-code-completion/)** *(2022 · 125 citations)* Most code completion models only see the file or project being edited. Programmers, however, often reuse similar code from elsewhere. ReACC adds this external context by searching a large codebase for code that resembles the unfinished snippet and feeding the matches to the generator. ## Co-authors here 10 co-authors with a page, the most papers together first. - [Daya Guo](https://md.research.elamur.ai/free/en/authors/daya-guo/) ×2 - [Nan Duan](https://md.research.elamur.ai/free/en/authors/nan-duan/) ×2 - [Shuai Lu](https://md.research.elamur.ai/free/en/authors/shuai-lu/) ×2 - [Dawn Drain](https://md.research.elamur.ai/free/en/authors/dawn-drain/) - [Duyu Tang](https://md.research.elamur.ai/free/en/authors/duyu-tang/) - [Long Zhou](https://md.research.elamur.ai/free/en/authors/long-zhou/) - [Seung-won Hwang](https://md.research.elamur.ai/free/en/authors/seung-won-hwang/) - [Shujie Liu](https://md.research.elamur.ai/free/en/authors/shujie-liu/) - [Shuo Ren](https://md.research.elamur.ai/free/en/authors/shuo-ren/) - [Zhangyin Feng](https://md.research.elamur.ai/free/en/authors/zhangyin-feng/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2022](https://md.research.elamur.ai/free/en/venues/acl/2022/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2020](https://md.research.elamur.ai/free/en/venues/emnlp/2020/) ## Cited by Papers of our library cite their works 246 times (of the 149,439 papers whose bibliographies we read); [40 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/alexey-svyatkovskiy/cited-by/). Updated 30 October 2026