Dimitra Gkatzia

499 total citations
33 papers, 248 citations indexed

About

Dimitra Gkatzia is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Communication. According to data from OpenAlex, Dimitra Gkatzia has authored 33 papers receiving a total of 248 indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 8 papers in Computer Vision and Pattern Recognition and 1 paper in Communication. Recurrent topics in Dimitra Gkatzia's work include Topic Modeling (20 papers), Speech and dialogue systems (13 papers) and Natural Language Processing Techniques (12 papers). Dimitra Gkatzia is often cited by papers focused on Topic Modeling (20 papers), Speech and dialogue systems (13 papers) and Natural Language Processing Techniques (12 papers). Dimitra Gkatzia collaborates with scholars based in United Kingdom, Finland and United States. Dimitra Gkatzia's co-authors include Verena Rieser, Saad Mahamood, Oliver Lemon, Helen Hastie, Miruna Clinciu, Emiel van Miltenburg, Sashank Santhanam, Anja Belz, Sadid A. Hasan and Simon Mille and has published in prestigious journals such as SHILAP Revista de lepidopterología, Computer Speech & Language and IEEE Computational Intelligence Magazine.

In The Last Decade

Dimitra Gkatzia

28 papers receiving 221 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Dimitra Gkatzia United Kingdom 9 202 48 28 12 9 33 248
Amin Ahmad Pakistan 2 194 1.0× 40 0.8× 27 1.0× 25 2.1× 9 1.0× 8 242
Niklas Muennighoff United States 6 302 1.5× 55 1.1× 37 1.3× 10 0.8× 8 0.9× 8 379
David Uthus United States 8 191 0.9× 31 0.6× 43 1.5× 15 1.3× 5 0.6× 13 251
Nouha Dziri United States 7 252 1.2× 64 1.3× 17 0.6× 7 0.6× 19 2.1× 17 310
Saloni Potdar United States 7 178 0.9× 38 0.8× 24 0.9× 5 0.4× 5 0.6× 14 209
Ruvan Weerasinghe Sri Lanka 9 140 0.7× 49 1.0× 25 0.9× 15 1.3× 19 2.1× 45 228
Leshem Choshen United States 8 298 1.5× 41 0.9× 42 1.5× 13 1.1× 5 0.6× 31 334
Anja Habacha Chaïbi Tunisia 6 153 0.8× 16 0.3× 63 2.3× 21 1.8× 11 1.2× 20 256
Katharina Kann United States 14 505 2.5× 103 2.1× 22 0.8× 8 0.7× 9 1.0× 45 538
Saad Mahamood United Kingdom 5 181 0.9× 31 0.6× 18 0.6× 5 0.4× 22 2.4× 17 221

Countries citing papers authored by Dimitra Gkatzia

Since Specialization
Citations

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

Fields of papers citing papers by Dimitra Gkatzia

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Dimitra Gkatzia

This figure shows the co-authorship network connecting the top 25 collaborators of Dimitra Gkatzia. A scholar is included among the top collaborators of Dimitra Gkatzia 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 Dimitra Gkatzia. Dimitra Gkatzia 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.
Hart, Emma, et al.. (2024). An Open Intent Discovery Evaluation Framework. 760–769.
3.
Mahamood, Saad, et al.. (2024). Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices. Aberdeen University Research Archive (Aberdeen University). 557–583.
4.
Miltenburg, Emiel van, Miruna Clinciu, Ondřej Dušek, et al.. (2023). Barriers and enabling factors for error analysis in NLG research. SHILAP Revista de lepidopterología. 9(1). 4 indexed citations
5.
Gkatzia, Dimitra, et al.. (2022). Most NLG is Low-Resource: here’s what we can do about it. 336–350.
6.
Robertson, Peter E., et al.. (2022). Opportunities and risks in the use of AI in career development practice. Edinburgh Napier Research Repository (Edinburgh Napier University). 48(1). 48–57. 6 indexed citations
7.
Clinciu, Miruna, Dimitra Gkatzia, & Saad Mahamood. (2021). It’s Commonsense, isn’t it? Demystifying Human Evaluations in Commonsense-Enhanced NLG Systems. Research Output (Edinburgh Napier University). 1–12. 2 indexed citations
8.
9.
Plant, Richard, Dimitra Gkatzia, & Mario Valerio Giuffrida. (2021). CAPE: Context-Aware Private Embeddings for Private Language Learning. Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing. 7970–7978. 8 indexed citations
10.
Hart, Emma, et al.. (2020). Improving the Naturalness and Diversity of Referring Expression Generation models using Minimum Risk Training. Edinburgh Napier Research Repository (Edinburgh Napier University). 41–51. 1 indexed citations
11.
Belz, Anja, Miruna Clinciu, Dimitra Gkatzia, et al.. (2020). Twenty Years of Confusion in Human Evaluation: NLG Needs Evaluation Sheets and Standardised Definitions. 169–182. 74 indexed citations
12.
Pitropakis, Nikolaos, et al.. (2020). Monitoring Users’ Behavior: Anti-Immigration Speech Detection on Twitter. SHILAP Revista de lepidopterología. 2(3). 192–215. 19 indexed citations
13.
Hart, Emma, et al.. (2020). Generating unambiguous and diverse referring expressions. Computer Speech & Language. 68. 101184–101184. 10 indexed citations
14.
Gkatzia, Dimitra, et al.. (2018). Learning from limited datasets: Implications for Natural Language Generation and Human-Robot Interaction. Edinburgh Napier Research Repository (Edinburgh Napier University). 8–11. 2 indexed citations
15.
Gkatzia, Dimitra, Oliver Lemon, & Verena Rieser. (2017). Data-to-Text Generation Improves Decision-Making Under Uncertainty. IEEE Computational Intelligence Magazine. 12(3). 10–17. 16 indexed citations
16.
Gkatzia, Dimitra, Verena Rieser, & Oliver Lemon. (2016). How to Talk to Strangers: Minimising Regret when Generating Medical Reports for Unknown Users. 1 indexed citations
17.
Gkatzia, Dimitra, Verena Rieser, Phil Bartie, & William Mackaness. (2015). From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes. Research Output (Edinburgh Napier University). 1936–1942. 12 indexed citations
18.
McGookin, David, Dimitra Gkatzia, & Helen Hastie. (2015). Exploratory Navigation for Runners Through Geographic Area Classification with Crowd-Sourced Data. Research Output (Edinburgh Napier University). 357–361. 1 indexed citations
19.
Gkatzia, Dimitra, Helen Hastie, & Oliver Lemon. (2014). Multi-adaptive Natural Language Generation using Principal Component Regression. Research Output (Edinburgh Napier University). 138–142. 3 indexed citations
20.
Gkatzia, Dimitra, Helen Hastie, Srinivasan Janarthanam, & Oliver Lemon. (2013). Generating Student Feedback from Time-Series Data Using Reinforcement Learning. Edinburgh Napier Research Repository (Edinburgh Napier University). 115–124. 13 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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