Natalia Vanetik

579 total citations
40 papers, 331 citations indexed

About

Natalia Vanetik is a scholar working on Artificial Intelligence, Information Systems and Signal Processing. According to data from OpenAlex, Natalia Vanetik has authored 40 papers receiving a total of 331 indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 13 papers in Information Systems and 7 papers in Signal Processing. Recurrent topics in Natalia Vanetik's work include Topic Modeling (17 papers), Natural Language Processing Techniques (13 papers) and Advanced Text Analysis Techniques (10 papers). Natalia Vanetik is often cited by papers focused on Topic Modeling (17 papers), Natural Language Processing Techniques (13 papers) and Advanced Text Analysis Techniques (10 papers). Natalia Vanetik collaborates with scholars based in Israel and United States. Natalia Vanetik's co-authors include Ehud Gudes, Solomon Eyal Shimony, Marina Litvak, Mark Last, Chen Keasar, Chen Yanover, Michael Levitt, Rachel Kolodny, Onur Savas and Yanquan Zhou and has published in prestigious journals such as SHILAP Revista de lepidopterología, Bioinformatics and PLoS ONE.

In The Last Decade

Natalia Vanetik

32 papers receiving 305 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Natalia Vanetik Israel 10 162 152 105 88 58 40 331
Michihiro Kuramochi United States 4 179 1.1× 132 0.9× 123 1.2× 143 1.6× 54 0.9× 5 339
Congnan Luo United States 8 203 1.3× 251 1.7× 74 0.7× 50 0.6× 76 1.3× 11 349
Ehab Abdelhamid Saudi Arabia 4 172 1.1× 129 0.8× 94 0.9× 186 2.1× 31 0.5× 6 289
Masashi Kiyomi Japan 6 254 1.6× 156 1.0× 106 1.0× 30 0.3× 231 4.0× 24 396
Hilmi Yıldırım United States 6 134 0.8× 112 0.7× 123 1.2× 127 1.4× 19 0.3× 7 293
David Fuhry United States 9 71 0.4× 94 0.6× 153 1.5× 94 1.1× 50 0.9× 11 290
Owen Kaser Canada 12 95 0.6× 220 1.4× 126 1.2× 56 0.6× 35 0.6× 30 374
Minh-Duc Pham South Korea 4 58 0.4× 144 0.9× 88 0.8× 171 1.9× 15 0.3× 5 254
Adam Schenker United States 7 91 0.6× 198 1.3× 55 0.5× 93 1.1× 52 0.9× 9 283
Mostafa Haghir Chehreghani Iran 10 79 0.5× 178 1.2× 50 0.5× 69 0.8× 34 0.6× 40 294

Countries citing papers authored by Natalia Vanetik

Since Specialization
Citations

This map shows the geographic impact of Natalia Vanetik's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Natalia Vanetik with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Natalia Vanetik more than expected).

Fields of papers citing papers by Natalia Vanetik

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Natalia Vanetik. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Natalia Vanetik. The network helps show where Natalia Vanetik may publish in the future.

Co-authorship network of co-authors of Natalia Vanetik

This figure shows the co-authorship network connecting the top 25 collaborators of Natalia Vanetik. A scholar is included among the top collaborators of Natalia Vanetik based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Natalia Vanetik. Natalia Vanetik is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Litvak, Marina, et al.. (2025). Unveiling the spectrum of Arabic offensive language: Taxonomy and insights. PLoS ONE. 20(6). e0319900–e0319900.
2.
Vanetik, Natalia. (2024). Automated discovery of mathematical definitions in text. Language Resources and Evaluation. 2086–2094.
3.
4.
Vanetik, Natalia, et al.. (2023). Hebrew offensive language taxonomy and dataset. 19(2). 325–351. 3 indexed citations
5.
Vanetik, Natalia, et al.. (2023). Summarizing Financial Reports with Positional Language Model. 2877–2883.
6.
Vanetik, Natalia, et al.. (2023). Job Vacancy Ranking with Sentence Embeddings, Keywords, and Named Entities. Information. 14(8). 468–468. 3 indexed citations
7.
8.
Vanetik, Natalia & Marina Litvak. (2021). Definition Extraction from Generic and Mathematical Domains with Deep Ensemble Learning. Mathematics. 9(19). 2502–2502. 1 indexed citations
9.
Litvak, Marina, et al.. (2019). EASY-M: Evaluation System for Multilingual Summarizers. 53–62. 1 indexed citations
10.
Litvak, Marina, et al.. (2019). HEvAS: Headline Evaluation and Analysis System. 73–80. 1 indexed citations
11.
Vanetik, Natalia & Marina Litvak. (2018). DRIM: MDL-Based Approach for Fast Diverse Summarization. 660–663. 2 indexed citations
12.
Litvak, Marina & Natalia Vanetik. (2018). Multilingual Text Analysis. WORLD SCIENTIFIC eBooks. 5 indexed citations
13.
Litvak, Marina & Natalia Vanetik. (2017). Query-based summarization using MDL principle. 22–31. 21 indexed citations
14.
Litvak, Marina, et al.. (2016). What’s up on Twitter? Catch up with TWIST!. International Conference on Computational Linguistics. 213–217. 4 indexed citations
15.
Litvak, Marina, et al.. (2016). MUSEEC: A Multilingual Text Summarization Tool. 12 indexed citations
16.
Litvak, Marina & Natalia Vanetik. (2013). Mining the Gaps: Towards Polynomial Summarization. International Joint Conference on Natural Language Processing. 655–660. 5 indexed citations
17.
Vanetik, Natalia, et al.. (2009). Subsea: an efficient heuristic algorithm for subgraph isomorphism. Data Mining and Knowledge Discovery. 19(3). 320–350. 15 indexed citations
18.
Vanetik, Natalia, Solomon Eyal Shimony, & Ehud Gudes. (2006). Support measures for graph data*. Data Mining and Knowledge Discovery. 13(2). 243–260. 32 indexed citations
19.
Gudes, Ehud, Solomon Eyal Shimony, & Natalia Vanetik. (2006). Discovering Frequent Graph Patterns Using Disjoint Paths. IEEE Transactions on Knowledge and Data Engineering. 18(11). 1441–1456. 39 indexed citations
20.
Vanetik, Natalia & Ehud Gudes. (2004). Mining frequent labeled and partially labeled graph patterns. 22. 91–102. 12 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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