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Alexey Romanov

Alexey Romanov has 2 papers in our library, in 2018–2019, most of them on Reasoning; often with Anna Rogers, Anna Rumshisky, Chaitanya Shivade.

2 papers in our library · 2018–2019

OpenAlex · ORCID · h-index 12 · 27 works · 1,267 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 408 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #2077

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏢MicrosoftRedmond · United States2020–2021 · 2 paperscurrent🎓University of Massachusetts LowellLowell · United States2015–2019 · 20 papers

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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workMolecular Biology · 1 work

🧭 Topics 1Research subjects and languages the work is about.Reasoning · 1 work

 Works by year

2010s

20191 paperAlexey Romanov's papers of 201920181 paperAlexey Romanov's papers of 2018

 Papers

The most cited first (OpenAlex and our library).

  1. Revealing the Dark Secrets of 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 (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 BERTarXiv:1908.08593Olga Kovaleva, Alexey Romanov, Anna Rogers, et al.2019 · 745 citations
  2. Lessons from Natural Language Inference in the Clinical DomainConference on Empirical Methods in Natural Language Processing (EMNLP)Alexey Romanov, Chaitanya Shivade2018 · 348 citations
  3. Temporal Information Extraction for Question Answering Using Syntactic Dependencies in an LSTM-based Architecture ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetYuanliang Meng, Anna Rumshisky, Alexey Romanov2017 · 86 citations

 Co-authors here

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 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 →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/alexey-romanov/