--- title: "Svitlana Volkova · Aptima — author profile and papers" description: "Svitlana Volkova, Aptima: 2 papers on Elamur Research (2013–2017), h-index 22 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/svitlana-volkova/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/svitlana-volkova/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Svitlana Volkova # Svitlana Volkova Svitlana Volkova has 2 papers in our library, in 2013–2017, most of them on [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [David Yarowsky](https://md.research.elamur.ai/free/en/authors/david-yarowsky/), [Eunsol Choi](https://md.research.elamur.ai/free/en/authors/eunsol-choi/), [Hannah Rashkin](https://md.research.elamur.ai/free/en/authors/hannah-rashkin/). 2 papers in our library · 2013–2017 [OpenAlex](https://openalex.org/A5102996367) · [ORCID](https://orcid.org/0000-0002-6131-3073) · [**h-index 22**](https://openalex.org/authors/A5102996367) · [120 works](https://openalex.org/works?filter=author.id:A5102996367) · [3,142 citations](https://openalex.org/works?filter=author.id:A5102996367&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/svitlana-volkova/#papers) · [🔗 Cited 272 times in our library](https://md.research.elamur.ai/free/en/authors/svitlana-volkova/cited-by/) · [⭐ Paper Stars ranking: #1786](https://md.research.elamur.ai/free/en/paper-stars/page/18/#star-1786) 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=Svitlana+Volkova) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Svitlana+Volkova) · [dblp](https://dblp.org/search?q=Svitlana+Volkova) · [ACL Anthology](https://aclanthology.org/search/?q=Svitlana+Volkova) ## Affiliations [🏢**Aptima** Woburn · United States 2024–2026 · 21 papers*current*](https://ror.org/02js2n445) · [🔬**Pacific Northwest National Laboratory** Richland · United States 2016–2025 · 59 papers](https://ror.org/05h992307) · [🎓**Johns Hopkins University** Baltimore · United States 2013–2016 · 15 papers](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**Kansas State University** Manhattan · United States 2010 · 3 papers](https://ror.org/05p1j8758) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed. ## Concepts, shelves and topics Of its works in our library: the number of works on each and its rating among them. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[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/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Social Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Sociology and Political Science · 1 work](https://md.research.elamur.ai/free/en/shelves/social-sciences/sociology-and-political-science/) 🧭 Topics 2 Research subjects and languages the work is about.[Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) ## Works by year ### 2010s [**2017** 1 paper Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking](https://md.research.elamur.ai/free/en/papers/rashkin-2017-truth-varying-shades-analyzing-language/) · [**2013** 1 paper Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media](https://md.research.elamur.ai/free/en/papers/volkova-2013-exploring-demographic-language-variations-improve/) ## Papers The most cited first (OpenAlex and our library). 1. **[Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking](https://md.research.elamur.ai/free/en/papers/rashkin-2017-truth-varying-shades-analyzing-language/)** *(2017 · 1,074 citations)* The paper looks at whether the wording of a text reveals how trustworthy it is. It treats truth as graded rather than as a simple true/false split. The authors built a corpus contrasting trusted English Gigaword articles with articles from seven unreliable sites, grouped as satire, hoax, or propaganda. They compared… 2. **[Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media](https://md.research.elamur.ai/free/en/papers/volkova-2013-exploring-demographic-language-variations-improve/)** *(2013 · 250 citations)* The paper asks whether men and women express opinions differently on Twitter, and whether a sentiment classifier can use those differences. ## Co-authors here 6 co-authors with a page, the most papers together first. - [David Yarowsky](https://md.research.elamur.ai/free/en/authors/david-yarowsky/) - [Eunsol Choi](https://md.research.elamur.ai/free/en/authors/eunsol-choi/) - [Hannah Rashkin](https://md.research.elamur.ai/free/en/authors/hannah-rashkin/) - [Jin Yea Jang](https://md.research.elamur.ai/free/en/authors/jin-yea-jang/) - [Theresa Wilson](https://md.research.elamur.ai/free/en/authors/theresa-wilson/) - [Yejin Choi](https://md.research.elamur.ai/free/en/authors/yejin-choi/) ## 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 2017](https://md.research.elamur.ai/free/en/venues/emnlp/2017/), [EMNLP 2013](https://md.research.elamur.ai/free/en/venues/emnlp/2013/) ## Cited by Papers of our library cite their works 272 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/svitlana-volkova/cited-by/). Updated 24 October 2026