Marek Rei

1.5k total citations
34 papers, 534 citations indexed

About

Marek Rei is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Strategy and Management. According to data from OpenAlex, Marek Rei has authored 34 papers receiving a total of 534 indexed citations (citations by other indexed papers that have themselves been cited), including 28 papers in Artificial Intelligence, 5 papers in Computer Vision and Pattern Recognition and 3 papers in Strategy and Management. Recurrent topics in Marek Rei's work include Topic Modeling (22 papers), Natural Language Processing Techniques (22 papers) and Text Readability and Simplification (7 papers). Marek Rei is often cited by papers focused on Topic Modeling (22 papers), Natural Language Processing Techniques (22 papers) and Text Readability and Simplification (7 papers). Marek Rei collaborates with scholars based in United Kingdom, United States and Netherlands. Marek Rei's co-authors include Helen Yannakoudakis, Dimitrios Alikaniotis, Ted Briscoe, Gamal Crichton, Sampo Pyysalo, Ekaterina Shutova, Verna Dankers, Maria Barrett, Nora Hollenstein and Anders Søgaard and has published in prestigious journals such as Nature Communications, Journal of Cleaner Production and Spiral (Imperial College London).

In The Last Decade

Marek Rei

30 papers receiving 508 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Marek Rei United Kingdom 11 455 77 61 47 24 34 534
Dheeraj Rajagopal United States 8 486 1.1× 128 1.7× 67 1.1× 18 0.4× 11 0.5× 18 563
Johannes Knopp Germany 3 345 0.8× 46 0.6× 71 1.2× 25 0.5× 28 1.2× 6 441
Tuhin Chakrabarty United States 13 337 0.7× 97 1.3× 47 0.8× 54 1.1× 7 0.3× 30 433
Grzegorz Chrupała Netherlands 13 544 1.2× 149 1.9× 80 1.3× 20 0.4× 26 1.1× 46 646
Stephen Roller United States 12 597 1.3× 130 1.7× 54 0.9× 13 0.3× 25 1.0× 16 720
Manoj Kumar Chinnakotla India 10 461 1.0× 66 0.9× 120 2.0× 63 1.3× 11 0.5× 23 553
Ranjan Satapathy Singapore 11 315 0.7× 59 0.8× 56 0.9× 53 1.1× 8 0.3× 25 420
Constantin Orǎsan United Kingdom 17 754 1.7× 35 0.5× 111 1.8× 13 0.3× 25 1.0× 82 825
Ramy Eskander United States 14 970 2.1× 110 1.4× 95 1.6× 17 0.4× 16 0.7× 30 1.0k
Marianna Apidianaki France 11 1.1k 2.3× 55 0.7× 105 1.7× 18 0.4× 14 0.6× 42 1.1k

Countries citing papers authored by Marek Rei

Since Specialization
Citations

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

Fields of papers citing papers by Marek Rei

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marek Rei

This figure shows the co-authorship network connecting the top 25 collaborators of Marek Rei. A scholar is included among the top collaborators of Marek Rei 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 Marek Rei. Marek Rei 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.
Cenci, Simone, Hossein Asgharian, Lu Liu, Marek Rei, & Maurizio Zollo. (2025). Does competitive pressure drive effective corporate environmental actions?. Journal of Cleaner Production. 511. 145585–145585. 1 indexed citations
2.
Cenci, Simone, et al.. (2025). Assessing the effectiveness of interdependent corporate sustainability choices. npj Climate Action. 4(1).
3.
4.
Davis, Christopher, Andrew Caines, Ove Andersen, et al.. (2024). Prompting open-source and commercial language models for grammatical error correction of English learner text. 11952–11967. 2 indexed citations
5.
Minervini, Pasquale, et al.. (2024). Atomic Inference for NLI with Generated Facts as Atoms. 10188–10204.
6.
Bryant, Christopher, et al.. (2023). An Extended Sequence Tagging Vocabulary for Grammatical Error Correction. 1608–1619. 3 indexed citations
7.
Cenci, Simone, et al.. (2023). The alignment of companies' sustainability behavior and emissions with global climate targets. Nature Communications. 14(1). 7831–7831. 24 indexed citations
8.
Santos, Diogo M.F., et al.. (2023). Modelling Temporal Document Sequences for Clinical ICD Coding. 1640–1649. 3 indexed citations
9.
Cao, Kris, et al.. (2022). Control Prefixes for Parameter-Efficient Text Generation. 363–382. 10 indexed citations
10.
Tänzer, Michael, Sebastian Ruder, & Marek Rei. (2022). Memorisation versus Generalisation in Pre-trained Language Models. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 7564–7578. 26 indexed citations
11.
Davis, Christopher, Christopher Bryant, Andrew Caines, Marek Rei, & Paula Buttery. (2022). Probing for targeted syntactic knowledge through grammatical error detection. 360–373. 1 indexed citations
12.
Minervini, Pasquale, et al.. (2022). Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models. 3809–3823. 3 indexed citations
13.
Rei, Marek, et al.. (2021). GiBERT: Enhancing BERT with Linguistic Information using a Lightweight Gated Injection Method. Warwick Research Archive Portal (University of Warwick). 2322–2336. 2 indexed citations
14.
Prabhakaran, Vinodkumar, Marek Rei, & Ekaterina Shutova. (2021). How Metaphors Impact Political Discourse: A Large-Scale Topic-Agnostic Study Using Neural Metaphor Detection. Proceedings of the International AAAI Conference on Web and Social Media. 15. 503–512. 7 indexed citations
15.
Tseng, Bo-Hsiang, Marek Rei, Paweł Budzianowski, et al.. (2019). Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling. Spiral (Imperial College London). 1273–1278. 4 indexed citations
16.
Dankers, Verna, et al.. (2019). Modelling the interplay of metaphor and emotion through multitask learning. UvA-DARE (University of Amsterdam). 47 indexed citations
17.
Barrett, Maria, Joachim Bingel, Nora Hollenstein, Marek Rei, & Anders Søgaard. (2018). Sequence Classification with Human Attention. Research at the University of Copenhagen (University of Copenhagen). 302–312. 54 indexed citations
18.
Yannakoudakis, Helen, Marek Rei, Øistein E. Andersen, & Zheng Yuan. (2017). Neural Sequence-Labelling Models for Grammatical Error Correction. Apollo (University of Cambridge). 2795–2806. 31 indexed citations
19.
Rei, Marek & Ted Briscoe. (2014). Looking for Hyponyms in Vector Space. Apollo (University of Cambridge). 68–77. 24 indexed citations
20.
Rei, Marek & Ted Briscoe. (2011). Unsupervised Entailment Detection between Dependency Graph Fragments. Apollo (University of Cambridge). 10–18. 4 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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