--- title: "Alexey Romanov · Microsoft — author profile and papers" description: "Alexey Romanov, Microsoft: 2 papers on Elamur Research (2018–2019), h-index 12 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/alexey-romanov/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/alexey-romanov/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Alexey Romanov # Alexey Romanov Alexey Romanov has 2 papers in our library, in 2018–2019, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Anna Rogers](https://md.research.elamur.ai/free/en/authors/anna-rogers/), [Anna Rumshisky](https://md.research.elamur.ai/free/en/authors/anna-rumshisky/), [Chaitanya Shivade](https://md.research.elamur.ai/free/en/authors/chaitanya-shivade/). 2 papers in our library · 2018–2019 [OpenAlex](https://openalex.org/A5038929654) · [ORCID](https://orcid.org/0009-0004-0678-4456) · [**h-index 12**](https://openalex.org/authors/A5038929654) · [27 works](https://openalex.org/works?filter=author.id:A5038929654) · [1,267 citations](https://openalex.org/works?filter=author.id:A5038929654&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/alexey-romanov/#papers) · [🔗 Cited 408 times in our library](https://md.research.elamur.ai/free/en/authors/alexey-romanov/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #2077](https://md.research.elamur.ai/free/en/paper-stars/page/21/#star-2077) 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+Romanov) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Alexey+Romanov) · [dblp](https://dblp.org/search?q=Alexey+Romanov) · [ACL Anthology](https://aclanthology.org/search/?q=Alexey+Romanov) ## Affiliations [🏢**Microsoft** Redmond · United States 2020–2021 · 2 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Massachusetts Lowell** Lowell · United States 2015–2019 · 20 papers](https://md.research.elamur.ai/free/en/universities/university-of-massachusetts-lowell/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Biochemistry, Genetics and Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/) · [Molecular Biology · 1 work](https://md.research.elamur.ai/free/en/shelves/biochemistry-genetics-and-molecular-biology/molecular-biology/) 🧭 Topics 1 Research subjects and languages the work is about.[Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2010s [**2019** 1 paper Alexey Romanov's papers of 2019](https://md.research.elamur.ai/free/en/papers/kovaleva-2019-revealing-dark-secrets-bert/) · [**2018** 1 paper Alexey Romanov's papers of 2018](https://md.research.elamur.ai/free/en/papers/romanov-2018-lessons-natural-language-inference-clinical/) ## Papers The most cited first (OpenAlex and our library). 1. **[Revealing the Dark Secrets of BERT](https://md.research.elamur.ai/free/en/papers/kovaleva-2019-revealing-dark-secrets-bert/)** *(2019 · 745 citations)* The paper asks how BERT's self-attention actually contributes to its strong results, a question that was still poorly understood. 2. **[Lessons from Natural Language Inference in the Clinical Domain](https://md.research.elamur.ai/free/en/papers/romanov-2018-lessons-natural-language-inference-clinical/)** *(2018 · 348 citations)* Neural NLI models perform well on open-domain benchmarks such as SNLI, but they generalize poorly to specialized fields where labeled data is scarce and reasoning depends on expert knowledge. ## All works 3 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. [**Revealing the Dark Secrets of BERT arXiv:1908.08593**Olga Kovaleva, Alexey Romanov, Anna Rogers, et al.*2019 · 745 citations*](https://md.research.elamur.ai/free/en/papers/kovaleva-2019-revealing-dark-secrets-bert/) 2. **[Lessons from Natural Language Inference in the Clinical Domain](https://md.research.elamur.ai/free/en/papers/romanov-2018-lessons-natural-language-inference-clinical/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Alexey Romanov, Chaitanya Shivade*2018 · 348 citations* 3. **[Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture ↗](https://aclanthology.org/D17-1092/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yuanliang Meng, Anna Rumshisky, Alexey Romanov*2017 · 86 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Anna Rogers](https://md.research.elamur.ai/free/en/authors/anna-rogers/) - [Anna Rumshisky](https://md.research.elamur.ai/free/en/authors/anna-rumshisky/) - [Chaitanya Shivade](https://md.research.elamur.ai/free/en/authors/chaitanya-shivade/) - [Olga Kovaleva](https://md.research.elamur.ai/free/en/authors/olga-kovaleva/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×2: [EMNLP 2018](https://md.research.elamur.ai/free/en/venues/emnlp/2018/) ## Cited by Papers of our library cite their works 408 times (of the 141,840 papers whose bibliographies we read); [36 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/alexey-romanov/cited-by/). Updated 24 October 2026