Eric Malmi

1.6k total citations
26 papers, 304 citations indexed

About

Eric Malmi is a scholar working on Artificial Intelligence, Information Systems and Transportation. According to data from OpenAlex, Eric Malmi has authored 26 papers receiving a total of 304 indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 4 papers in Information Systems and 4 papers in Transportation. Recurrent topics in Eric Malmi's work include Topic Modeling (9 papers), Natural Language Processing Techniques (9 papers) and Text Readability and Simplification (5 papers). Eric Malmi is often cited by papers focused on Topic Modeling (9 papers), Natural Language Processing Techniques (9 papers) and Text Readability and Simplification (5 papers). Eric Malmi collaborates with scholars based in Finland, United States and Switzerland. Eric Malmi's co-authors include Aliaksei Severyn, Sebastian Krause, Daniil Mirylenka, Jakub Adámek, Jonathan Mallinson, Sascha Rothe, Aristides Gionis, Daniel Gática-Pérez, Trinh Minh Tri and Claudia Wagner and has published in prestigious journals such as Data Mining and Knowledge Discovery, International Journal of Modern Physics A and EPJ Data Science.

In The Last Decade

Eric Malmi

25 papers receiving 277 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Eric Malmi Finland	10	225	40	37	22	16	26	304
Yuchul Jung South Korea	9	156 0.7×	79 2.0×	45 1.2×	9 0.4×	25 1.6×	44	260
Dimitrios Kotzias United States	6	179 0.8×	68 1.7×	26 0.7×	38 1.7×	16 1.0×	10	275
Giuseppe Castellucci Italy	10	289 1.3×	58 1.4×	64 1.7×	5 0.2×	19 1.2×	22	344
Alessia Antelmi Italy	7	78 0.3×	38 0.9×	36 1.0×	13 0.6×	7 0.4×	19	199
David Uthus United States	8	191 0.8×	43 1.1×	31 0.8×	4 0.2×	6 0.4×	13	251
Steven Van Canneyt Belgium	9	136 0.6×	56 1.4×	22 0.6×	50 2.3×	26 1.6×	13	243
Faiçal Azouaou Algeria	10	300 1.3×	80 2.0×	19 0.5×	4 0.2×	13 0.8×	28	362
Rim Faïz Tunisia	10	240 1.1×	132 3.3×	13 0.4×	11 0.5×	12 0.8×	61	305
Aurora Pons-Porrata Cuba	8	182 0.8×	87 2.2×	26 0.7×	7 0.3×	35 2.2×	12	247
Joachim Daiber Netherlands	5	327 1.5×	77 1.9×	55 1.5×	4 0.2×	13 0.8×	8	358

Countries citing papers authored by Eric Malmi

Since Specialization

Citations

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

Fields of papers citing papers by Eric Malmi

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Eric Malmi

This figure shows the co-authorship network connecting the top 25 collaborators of Eric Malmi. A scholar is included among the top collaborators of Eric Malmi 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 Eric Malmi. Eric Malmi is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Mallinson, Jonathan, et al.. (2023). Teaching Small Language Models to Reason. 1773–1781. 48 indexed citations

2.

Mallinson, Jonathan, Jakub Adámek, Eric Malmi, & Aliaksei Severyn. (2022). EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start. 2126–2138. 19 indexed citations

3.

Malmi, Eric, Yue Dong, Jonathan Mallinson, et al.. (2022). Text Generation with Text-Editing Models. 1–7. 17 indexed citations

4.

Nikolov, Nikola I., et al.. (2020). Rapformer: Conditional Rap Lyrics Generation with Denoising Autoencoders. arXiv (Cornell University). 360–373. 4 indexed citations

5.

Ben‐David, Eyal, Orgad Keller, Eric Malmi, Idan Szpektor, & Roi Reichart. (2020). Semantically Driven Sentence Fusion: Modeling and Evaluation. 1491–1505. 3 indexed citations

6.

Wagner, Claudia, et al.. (2019). Responsible team players wanted: an analysis of soft skill requirements in job advertisements. EPJ Data Science. 8(1). 32 indexed citations

7.

Malmi, Eric, Sebastian Krause, Sascha Rothe, Daniil Mirylenka, & Aliaksei Severyn. (2019). Encode, Tag, Realize: High-Precision Text Editing. 5053–5064. 77 indexed citations

8.

Geva, Mor, Eric Malmi, Idan Szpektor, & Jonathan Berant. (2019). . 3443–3455. 16 indexed citations

9.

Malmi, Eric, Aristides Gionis, & Arno Solin. (2018). Computationally Inferred Genealogical Networks Uncover Long-Term Trends\n in Assortative Mating. arXiv (Cornell University). 2 indexed citations

10.

Malmi, Eric, Daniele Pighin, Sebastian Krause, & Mikhail Kozhevnikov. (2018). Automatic prediction of discourse connectives. arXiv (Cornell University). 9 indexed citations

11.

Malmi, Eric, Aristides Gionis, & Evimaria Terzi. (2017). Active Network Alignment. OpenBU/Boston University Institutional Repository (Boston University). 286. 1687–1696. 14 indexed citations

12.

Krause, Sebastian, Mikhail Kozhevnikov, Eric Malmi, & Daniele Pighin. (2017). Redundancy Localization for the Conversationalization of Unstructured Responses. 115–126. 1 indexed citations

13.

Malmi, Eric, Sanjay Chawla, & Aristides Gionis. (2017). Lagrangian relaxations for multiple network alignment. Data Mining and Knowledge Discovery. 31(5). 1331–1358. 8 indexed citations

14.

Malmi, Eric, et al.. (2017). AncestryAI. Aaltodoc (Aalto University). 257–261. 2 indexed citations

15.

Malmi, Eric, Nikolaj Tatti, & Aristides Gionis. (2015). Beyond rankings: comparing directed acyclic graphs. Data Mining and Knowledge Discovery. 29(5). 1233–1257. 6 indexed citations

16.

Malmi, Eric. (2014). Quality matters. 391–396. 4 indexed citations

17.

Vatanen, Tommi, Mikael Kuusela, Eric Malmi, et al.. (2012). The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10- 15, 2012. 1 indexed citations

18.

Vatanen, Tommi, Mikael Kuusela, Eric Malmi, et al.. (2012). Semi-supervised detection of collective anomalies with an application in high energy particle physics. 1–8. 10 indexed citations

19.

Malmi, Eric, et al.. (2011). Warfare Simulation and Technology Forecasting in Support of Military Decision Making. 31–35. 2 indexed citations

20.

Kuusela, Mikael, et al.. (2010). MULTIVARIATE TECHNIQUES FOR IDENTIFYING DIFFRACTIVE INTERACTIONS AT THE LHC. International Journal of Modern Physics A. 25(8). 1615–1647. 1 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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