Katja Filippova

1.8k total citations
29 papers, 1.0k citations indexed

About

Katja Filippova is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Katja Filippova has authored 29 papers receiving a total of 1.0k indexed citations (citations by other indexed papers that have themselves been cited), including 27 papers in Artificial Intelligence, 3 papers in Information Systems and 2 papers in Computer Vision and Pattern Recognition. Recurrent topics in Katja Filippova's work include Topic Modeling (24 papers), Natural Language Processing Techniques (22 papers) and Advanced Text Analysis Techniques (5 papers). Katja Filippova is often cited by papers focused on Topic Modeling (24 papers), Natural Language Processing Techniques (22 papers) and Advanced Text Analysis Techniques (5 papers). Katja Filippova collaborates with scholars based in United States, Switzerland and Italy. Katja Filippova's co-authors include Michael Strube, Jasmijn Bastings, Enrique Alfonseca, Yasemin Altün, Łukasz Kaiser, Oriol Vinyals, Keith Hall, Alessandro Moschitti, Aliaksei Severyn and Olga Uryupina and has published in prestigious journals such as SHILAP Revista de lepidopterología, Information Processing & Management and Journal of Logic Language and Information.

In The Last Decade

Katja Filippova

29 papers receiving 920 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Katja Filippova United States 17 919 127 117 39 30 29 1.0k
Shane Bergsma Canada 19 764 0.8× 172 1.4× 106 0.9× 80 2.1× 53 1.8× 34 951
Bharat Ram Ambati India 9 675 0.7× 100 0.8× 110 0.9× 45 1.2× 17 0.6× 22 808
Mamoru Komachi Japan 19 1.1k 1.2× 110 0.9× 183 1.6× 22 0.6× 12 0.4× 132 1.2k
Tejaswini Deoskar United Kingdom 7 579 0.6× 93 0.7× 105 0.9× 45 1.2× 19 0.6× 17 716
Emily Pitler United States 16 1.3k 1.4× 143 1.1× 153 1.3× 20 0.5× 11 0.4× 27 1.4k
Marco Lui Australia 11 692 0.8× 115 0.9× 44 0.4× 76 1.9× 45 1.5× 17 819
Ashequl Qadir United States 11 596 0.6× 109 0.9× 50 0.4× 32 0.8× 26 0.9× 24 701
Manoj Kumar Chinnakotla India 10 461 0.5× 120 0.9× 66 0.6× 34 0.9× 12 0.4× 23 553
Carmen Banea United States 18 1.9k 2.0× 180 1.4× 197 1.7× 46 1.2× 34 1.1× 28 1.9k
Claire Bonial United States 13 1.0k 1.1× 74 0.6× 126 1.1× 32 0.8× 18 0.6× 47 1.1k

Countries citing papers authored by Katja Filippova

Since Specialization
Citations

This map shows the geographic impact of Katja Filippova'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 Katja Filippova with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Katja Filippova more than expected).

Fields of papers citing papers by Katja Filippova

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Katja Filippova. 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 Katja Filippova. The network helps show where Katja Filippova may publish in the future.

Co-authorship network of co-authors of Katja Filippova

This figure shows the co-authorship network connecting the top 25 collaborators of Katja Filippova. A scholar is included among the top collaborators of Katja Filippova 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 Katja Filippova. Katja Filippova 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.
2.
Geva, Mor, Jasmijn Bastings, Katja Filippova, & Amir Globerson. (2023). Dissecting Recall of Factual Associations in Auto-Regressive Language Models. 12216–12235. 15 indexed citations
3.
4.
Vilar, David, et al.. (2021). Controlling Machine Translation for Multiple Attributes with Additive Interventions. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 6676–6696. 11 indexed citations
5.
Bastings, Jasmijn & Katja Filippova. (2020). The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?. 149–155. 85 indexed citations
6.
Filippova, Katja, et al.. (2020). Comparative Analysis of the Legal Regulation of Civil Liability for Harm Caused to Human Life and Health. SHILAP Revista de lepidopterología. 14(3). 78–87. 1 indexed citations
7.
Kann, Katharina, Sascha Rothe, & Katja Filippova. (2018). Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!. 28 indexed citations
8.
Pighin, Daniele, Marco Cornolti, Enrique Alfonseca, & Katja Filippova. (2014). Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization. 892–901. 21 indexed citations
9.
Filippova, Katja & Yasemin Altün. (2013). Overcoming the Lack of Parallel Data in Sentence Compression. 1481–1491. 75 indexed citations
10.
Filippova, Katja. (2012). User Demographics and Language in an Implicit Social Network. Empirical Methods in Natural Language Processing. 1478–1488. 38 indexed citations
11.
Alfonseca, Enrique, et al.. (2012). Pattern Learning for Relation Extraction with a Hierarchical Topic Model. 54–59. 37 indexed citations
12.
Filippova, Katja & Keith Hall. (2011). Improved video categorization from text metadata and user comments. 835–842. 49 indexed citations
13.
Filippova, Katja. (2010). Multi-Sentence Compression: Finding Shortest Paths in Word Graphs. International Conference on Computational Linguistics. 322–330. 111 indexed citations
14.
Năstase, Vivi, Katja Filippova, & David Milne. (2009). Summarizing with Encyclopedic Knowledge.. Theory and applications of categories. 4 indexed citations
15.
Filippova, Katja & Michael Strube. (2009). Tree linearization in English. 225–225. 28 indexed citations
16.
Filippova, Katja, Mihai Surdeanu, Massimiliano Ciaramita, & Hugo Zaragoza. (2009). Company-oriented extractive summarization of financial news. 246–254. 16 indexed citations
17.
Năstase, Vivi, Katja Filippova, & Simone Paolo Ponzetto. (2008). Generating Update Summaries with Spreading Activation.. Theory and applications of categories. 6 indexed citations
18.
Filippova, Katja & Michael Strube. (2008). Sentence fusion via dependency graph compression. 177–177. 72 indexed citations
19.
Filippova, Katja & Michael Strube. (2007). Generating Constituent Order in German Clauses. Meeting of the Association for Computational Linguistics. 320–327. 29 indexed citations
20.
Filippova, Katja & Michael Strube. (2007). The German Vorfeld and Local Coherence. Journal of Logic Language and Information. 16(4). 465–485. 7 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Shane Bergsma Breakdown of academic impact, for papers by Bharat Ram Ambati Breakdown of academic impact, for papers by Mamoru Komachi Breakdown of academic impact, for papers by Tejaswini Deoskar Breakdown of academic impact, for papers by Emily Pitler Breakdown of academic impact, for papers by Marco Lui Breakdown of academic impact, for papers by Ashequl Qadir Breakdown of academic impact, for papers by Manoj Kumar Chinnakotla Breakdown of academic impact, for papers by Carmen Banea Breakdown of academic impact, for papers by Claire Bonial
Rankless by CCL
2026