Marco Marelli

5.8k total citations · 1 hit paper
125 papers, 2.7k citations indexed

About

Marco Marelli is a scholar working on Cognitive Neuroscience, Artificial Intelligence and Developmental and Educational Psychology. According to data from OpenAlex, Marco Marelli has authored 125 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 56 papers in Cognitive Neuroscience, 45 papers in Artificial Intelligence and 44 papers in Developmental and Educational Psychology. Recurrent topics in Marco Marelli's work include Neurobiology of Language and Bilingualism (41 papers), Reading and Literacy Development (31 papers) and Topic Modeling (25 papers). Marco Marelli is often cited by papers focused on Neurobiology of Language and Bilingualism (41 papers), Reading and Literacy Development (31 papers) and Topic Modeling (25 papers). Marco Marelli collaborates with scholars based in Italy, Germany and United Kingdom. Marco Marelli's co-authors include Marco Baroni, Fritz Günther, Roberto Zamparelli, Raffaella Bernardi, Luisa Bentivogli, Stefano Menini, Luca Rinaldi, Simona Amenta, Claudio Luzzatti and R. Harald Baayen and has published in prestigious journals such as Proceedings of the National Academy of Sciences, PLoS ONE and Psychological Review.

In The Last Decade

Marco Marelli

115 papers receiving 2.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A SICK cure for the evaluation of compositional distributional semantic models

2014 354 citations Marco Marelli, Marco Baroni et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Marco Marelli Italy	26	1.2k	1.0k	867	548	209	125	2.7k
D. J. K. Mewhort Canada	32	990 0.8×	2.5k 2.5×	1.0k 1.2×	999 1.8×	422 2.0×	105	4.0k
Moreno I. Coco United Kingdom	17	409 0.3×	873 0.9×	752 0.9×	569 1.0×	354 1.7×	52	2.0k
Matthew W. Crocker Germany	27	748 0.6×	1.8k 1.8×	1.0k 1.2×	962 1.8×	288 1.4×	105	2.5k
Ellen Gurman Bard United Kingdom	22	1.7k 1.4×	623 0.6×	558 0.6×	1.5k 2.7×	300 1.4×	75	3.2k
Ronald A. Cole United States	34	2.0k 1.6×	638 0.6×	629 0.7×	1.1k 1.9×	121 0.6×	142	3.4k
Richard Shillcock United Kingdom	31	1.3k 1.0×	1.9k 1.9×	2.0k 2.3×	1.4k 2.5×	301 1.4×	102	4.2k
John E. Hummel United States	17	708 0.6×	712 0.7×	942 1.1×	441 0.8×	288 1.4×	44	1.9k
Simon De Deyne Belgium	25	717 0.6×	1.2k 1.2×	741 0.9×	580 1.1×	358 1.7×	69	2.2k
Xingshan Li China	25	478 0.4×	1.2k 1.2×	1.2k 1.3×	496 0.9×	209 1.0×	133	2.2k
Patrick Bonin France	32	546 0.4×	2.4k 2.4×	2.1k 2.4×	998 1.8×	326 1.6×	110	3.4k

Countries citing papers authored by Marco Marelli

Since Specialization

Citations

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

Fields of papers citing papers by Marco Marelli

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marco Marelli

This figure shows the co-authorship network connecting the top 25 collaborators of Marco Marelli. A scholar is included among the top collaborators of Marco Marelli 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 Marco Marelli. Marco Marelli 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

Marelli, Marco, et al.. (2025). A distributional model of concepts grounded in the spatial organization of objects. Journal of Memory and Language. 142. 104624–104624.

Gigerenzer, Gerd, Peter Grünwald, William R. Holmes, et al.. (2025). Is Ockham’s razor losing its edge? New perspectives on the principle of model parsimony. Proceedings of the National Academy of Sciences. 122(5). e2401230121–e2401230121. 5 indexed citations

Gatti, Daniele, et al.. (2025). Multimodal prior knowledge determines false memory formation.. Journal of Experimental Psychology General. 155(2). 327–343.

Binz, Marcel, Adina L. Roskies, Balázs Aczél, et al.. (2025). How should the advancement of large language models affect the practice of science?. Proceedings of the National Academy of Sciences. 122(5). e2401227121–e2401227121. 14 indexed citations

Gatti, Daniele, Marco Marelli, & Luca Rinaldi. (2024). Predicting Hand Movements With Distributional Semantics: Evidence From Mouse‐Tracking. Cognitive Science. 48(1). e13372–e13372. 1 indexed citations

Amenta, Simona, et al.. (2024). The Italian Crowdsourcing Project: Visual word recognition times for 130,495 Italian words. Behavior Research Methods. 57(1). 26–26. 3 indexed citations

Gatti, Daniele, et al.. (2024). On humans' (explicit) intuitions about the meaning of novel words. Cognition. 251. 105882–105882.

Marelli, Marco, et al.. (2024). The Children and Young People’s Books Lexicon (CYP-LEX): A large-scale lexical database of books read by children and young people in the United Kingdom. Quarterly Journal of Experimental Psychology. 77(12). 2418–2438. 5 indexed citations

Amenta, Simona, et al.. (2024). Time is -ending: Sublexical information activates the horizontal mental time line in word processing.. Journal of Experimental Psychology Learning Memory and Cognition. 51(1). 119–132. 1 indexed citations

10.

Marelli, Marco, et al.. (2023). Data-driven Cross-lingual Syntax: An Agreement Study with Massively Multilingual Models. Computational Linguistics. 49(2). 261–299. 7 indexed citations

11.

Körner, Anita, Linda Drijvers, Martin H. Fischer, et al.. (2023). Embodied Processing at Six Linguistic Granularity Levels: A Consensus Paper. Journal of Cognition. 6(1). 60–60. 9 indexed citations

12.

Marelli, Marco, et al.. (2022). The Effects of Surprisal across Languages: Results from Native and Non-native Reading. 138–144. 13 indexed citations

13.

Cassani, Giovanni, Federico Bianchi, & Marco Marelli. (2021). Words with Consistent Diachronic Usage Patterns are Learned Earlier: A Computational Analysis Using Temporally Aligned Word Embeddings. Cognitive Science. 45(4). e12963–e12963. 4 indexed citations

14.

Lakretz, Yair, Dieuwke Hupkes, Alessandra Vergallito, et al.. (2021). Mechanisms for handling nested dependencies in neural-network language models and humans. Cognition. 213. 104699–104699. 38 indexed citations

15.

Marelli, Marco, Christina L. Gagné, & Thomas L. Spalding. (2017). Compounding as Abstract Operation in Semantic Space: Investigating relational effects through a large-scale, data-driven computational model. Cognition. 166. 207–224. 32 indexed citations

16.

Lazaridou, Angeliki, Marco Marelli, Roberto Zamparelli, & Marco Baroni. (2013). Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. BOA (University of Milano-Bicocca). 1517–1526. 61 indexed citations

17.

Bernardi, Raffaella, Georgiana Dinu, Marco Marelli, & Marco Baroni. (2013). A relatedness benchmark to test the role of determiners in compositional distributional semantics. BOA (University of Milano-Bicocca). 2. 53–57. 14 indexed citations

18.

Marelli, Marco, S Aggujaro, Franco Molteni, & Claudio Luzzatti. (2012). The multiple-lemma representation of Italian compound nouns: A single case study of deep dyslexia. Neuropsychologia. 50(5). 852–861. 17 indexed citations

19.

Rusconi, Patrice, Marco Marelli, Selena Russo, Marco D’Αddario, & Paolo Cherubini. (2012). Integration of base rates and new information in an abstract hypothesis‐testing task. British Journal of Psychology. 104(2). 193–211. 3 indexed citations

20.

Marelli, Marco, S Aggujaro, F. Molteni, & Claudio Luzzatti. (2009). Effetti semantici e morfologici nella dislessia profonda. European Journal of Physical and Rehabilitation Medicine. 45. 210–211. 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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