Elia Bruni

6.6k total citations · 2 hit papers
23 papers, 1.8k citations indexed

About

Elia Bruni is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Cognitive Neuroscience. According to data from OpenAlex, Elia Bruni has authored 23 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Artificial Intelligence, 12 papers in Computer Vision and Pattern Recognition and 4 papers in Cognitive Neuroscience. Recurrent topics in Elia Bruni's work include Topic Modeling (9 papers), Multimodal Machine Learning Applications (8 papers) and Natural Language Processing Techniques (8 papers). Elia Bruni is often cited by papers focused on Topic Modeling (9 papers), Multimodal Machine Learning Applications (8 papers) and Natural Language Processing Techniques (8 papers). Elia Bruni collaborates with scholars based in Italy, Netherlands and United Kingdom. Elia Bruni's co-authors include Marco Baroni, Nam K. Tran, Nam Khanh Tran, Gemma Boleda, Dieuwke Hupkes, Verna Dankers, Korsuk Sirinukunwattana, Daniel Racoceanu, Michael Pfeiffer and David Snead and has published in prestigious journals such as NeuroImage, Medical Image Analysis and Computational Linguistics.

In The Last Decade

Elia Bruni

23 papers receiving 1.7k citations

Hit Papers

Gland segmentation in colon histology images: The glas ch... 2014 2026 2018 2022 2016 2014 100 200 300 400 500
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.

  1. Gland segmentation in colon histology images: The glas challenge contest
    2016 570 citations Korsuk Sirinukunwattana, Josien P. W. Pluim et al. Medical Image Analysis profile →
  2. Multimodal Distributional Semantics
    2014 478 citations Elia Bruni, Nam K. Tran et al. Journal of Artificial Intelligence Research profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Elia Bruni Italy 14 1.3k 682 286 195 122 23 1.8k
Rahul Gupta United States 21 1.1k 0.9× 316 0.5× 55 0.2× 93 0.5× 91 0.7× 94 1.9k
Xiaoming Xi China 27 839 0.7× 691 1.0× 247 0.9× 26 0.1× 36 0.3× 130 2.5k
Adam Goode United States 9 319 0.2× 108 0.2× 141 0.5× 296 1.5× 25 0.2× 14 749
Douwe Kiela Israel 29 3.2k 2.5× 1.1k 1.6× 37 0.1× 152 0.8× 142 1.2× 79 3.8k
Tianlu Wang United States 14 615 0.5× 343 0.5× 50 0.2× 96 0.5× 16 0.1× 34 1.2k
Shintami Chusnul Hidayati Indonesia 13 255 0.2× 374 0.5× 320 1.1× 46 0.2× 24 0.2× 71 952
A. Savchenko Russia 19 306 0.2× 465 0.7× 42 0.1× 47 0.2× 21 0.2× 125 1.5k
Rory Sayres United States 14 209 0.2× 203 0.3× 415 1.5× 765 3.9× 55 0.5× 29 1.5k
Chenliang Xu United States 24 580 0.5× 2.2k 3.2× 72 0.3× 79 0.4× 18 0.1× 86 2.7k
Jieyu Zhao China 14 804 0.6× 328 0.5× 19 0.1× 80 0.4× 30 0.2× 95 1.3k

Countries citing papers authored by Elia Bruni

Since Specialization
Citations

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

Fields of papers citing papers by Elia Bruni

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Elia Bruni

This figure shows the co-authorship network connecting the top 25 collaborators of Elia Bruni. A scholar is included among the top collaborators of Elia Bruni 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 Elia Bruni. Elia Bruni 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.
Bruni, Elia, et al.. (2024). From Form(s) to Meaning: Probing the Semantic Depths of Language Models Using Multisense Consistency. Computational Linguistics. 50(4). 1507–1556. 1 indexed citations
2.
Weber, Lucas, Jaap Jumelet, Elia Bruni, & Dieuwke Hupkes. (2024). Interpretability of Language Models via Task Spaces. UvA-DARE (University of Amsterdam). 4522–4538. 1 indexed citations
3.
Weber, Lucas, Elia Bruni, & Dieuwke Hupkes. (2023). Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning. 294–313. 3 indexed citations
4.
Ponti, Edoardo Maria, et al.. (2020). Internal and external pressures on language emergence: least effort, object constancy and frequency. Repositori digital de la UPF (Universitat Pompeu Fabra). 4 indexed citations
5.
Hupkes, Dieuwke, Verna Dankers, Mathijs Mul, & Elia Bruni. (2020). Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract). 5065–5069. 9 indexed citations
6.
Hupkes, Dieuwke, Verna Dankers, Mathijs Mul, & Elia Bruni. (2020). Compositionality Decomposed: How do Neural Networks Generalise?. Journal of Artificial Intelligence Research. 67. 757–795. 82 indexed citations
7.
Speck, David, et al.. (2019). Learning to request guidance in emergent language. UvA-DARE (University of Amsterdam). 41–50. 1 indexed citations
8.
Shekhar, Ravi, et al.. (2019). Beyond task success: A closer look at jointly learning to see, ask, and. Data Archiving and Networked Services (DANS). 2578–2587. 20 indexed citations
9.
Bruni, Elia & Raquel Fernández. (2017). Adversarial evaluation for open-domain dialogue generation. UvA-DARE (University of Amsterdam). 284–288. 12 indexed citations
10.
Sirinukunwattana, Korsuk, Josien P. W. Pluim, Hao Chen, et al.. (2016). Gland segmentation in colon histology images: The glas challenge contest. Medical Image Analysis. 35. 489–502. 570 indexed citations breakdown →
11.
12.
Sartori, Andreza, Victoria Yanulevskaya, Alkım Almila Akdağ Salah, et al.. (2015). Affective Analysis of Professional and Amateur Abstract Paintings Using Statistical Analysis and Art Theory. ACM Transactions on Interactive Intelligent Systems. 5(2). 1–27. 29 indexed citations
13.
Lazaridou, Angeliki, Elia Bruni, & Marco Baroni. (2014). Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world. 1403–1414. 62 indexed citations
14.
Bruni, Elia, Nam K. Tran, & Marco Baroni. (2014). Multimodal Distributional Semantics. Journal of Artificial Intelligence Research. 49. 1–47. 478 indexed citations breakdown →
15.
Celli, Fabio, Elia Bruni, & Bruno Lepri. (2014). Automatic Personality and Interaction Style Recognition from Facebook Profile Pictures. 1101–1104. 71 indexed citations
16.
Bruni, Elia, et al.. (2013). VSEM: An open library for visual semantics representation. Meeting of the Association for Computational Linguistics. 187–192. 9 indexed citations
17.
18.
Bruni, Elia, Gemma Boleda, Marco Baroni, & Nam Khanh Tran. (2012). Distributional Semantics in Technicolor. Institutional Research Information System (Università degli Studi di Trento). 136–145. 189 indexed citations
19.
Yanulevskaya, Victoria, Jasper Uijlings, Elia Bruni, et al.. (2012). In the eye of the beholder. Institutional Research Information System (Università degli Studi di Trento). 349–358. 77 indexed citations
20.
Bruni, Elia, et al.. (2011). Distributional semantics from text and images. Institutional Research Information System (Università degli Studi di Trento). 22–32. 36 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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