Surangika Ranathunga

1.2k total citations · 1 hit paper
91 papers, 530 citations indexed

About

Surangika Ranathunga is a scholar working on Artificial Intelligence, Information Systems and Computer Vision and Pattern Recognition. According to data from OpenAlex, Surangika Ranathunga has authored 91 papers receiving a total of 530 indexed citations (citations by other indexed papers that have themselves been cited), including 78 papers in Artificial Intelligence, 12 papers in Information Systems and 12 papers in Computer Vision and Pattern Recognition. Recurrent topics in Surangika Ranathunga's work include Topic Modeling (41 papers), Natural Language Processing Techniques (41 papers) and Advanced Text Analysis Techniques (16 papers). Surangika Ranathunga is often cited by papers focused on Topic Modeling (41 papers), Natural Language Processing Techniques (41 papers) and Advanced Text Analysis Techniques (16 papers). Surangika Ranathunga collaborates with scholars based in Sri Lanka, New Zealand and India. Surangika Ranathunga's co-authors include Rishemjit Kaur, Gihan Dias, Ravi Shekhar, Uthayasanker Thayasivam, Stephen Cranefield, Martin Purvis, Nisansa de Silva, Teo Sušnjak, Isuru Liyanage and P. Hwang and has published in prestigious journals such as SHILAP Revista de lepidopterología, Communications of the ACM and ACM Computing Surveys.

In The Last Decade

Surangika Ranathunga

85 papers receiving 502 citations

Hit Papers

Automating Research Synthesis with Domain-Specific Large ... 2025 2026 2025 5 10 15

Peers

Surangika Ranathunga
Stella Biderman United States
Teven Le Scao United States
Alisa Liu United States
Anja Belz United Kingdom
Laria Reynolds United States
Kyle McDonell United Kingdom
Lizhen Qu Australia
Wenxuan Zhang Hong Kong
Surangika Ranathunga
Citations per year, relative to Surangika Ranathunga Surangika Ranathunga (= 1×) peers Raghavendra Udupa

Countries citing papers authored by Surangika Ranathunga

Since Specialization
Citations

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

Fields of papers citing papers by Surangika Ranathunga

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Surangika Ranathunga

This figure shows the co-authorship network connecting the top 25 collaborators of Surangika Ranathunga. A scholar is included among the top collaborators of Surangika Ranathunga 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 Surangika Ranathunga. Surangika Ranathunga 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.
Sušnjak, Teo, P. Hwang, Napoleon H. Reyes, et al.. (2025). Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. ACM Transactions on Knowledge Discovery from Data. 19(3). 1–39. 16 indexed citations breakdown →
2.
Sušnjak, Teo, et al.. (2025). Generalisation Bounds of Zero-Shot Economic Forecasting Using Time Series Foundation Models. Machine Learning and Knowledge Extraction. 7(4). 135–135. 1 indexed citations
3.
Costa, Roberto Germano, et al.. (2025). Large language models for ingredient substitution in food recipes using supervised fine-tuning and direct preference optimization. SHILAP Revista de lepidopterología. 12. 100177–100177. 1 indexed citations
4.
6.
Ranathunga, Surangika, et al.. (2022). Aspect Detection in Sportswear Apparel Reviews for Opinion Mining. 1–6. 4 indexed citations
7.
Ranathunga, Surangika, et al.. (2022). Neural Machine Translation for Low-resource Languages: A Survey. ACM Computing Surveys. 55(11). 1–37. 125 indexed citations
8.
Ranathunga, Surangika, et al.. (2020). Multi-lingual Mathematical Word Problem Generation using Long Short Term Memory Networks with Enhanced Input Features.. Language Resources and Evaluation. 4709–4716. 4 indexed citations
9.
Ranathunga, Surangika, et al.. (2020). Word Embedding Evaluation for Sinhala. Language Resources and Evaluation. 1874–1881. 4 indexed citations
10.
Ranathunga, Surangika, et al.. (2018). Annotating Opinions and Opinion Targets in Student Course Feedback. Language Resources and Evaluation. 1 indexed citations
11.
Ranathunga, Surangika, et al.. (2018). Handling Rare Word Problem using Synthetic Training Data for Sinhala and Tamil Neural Machine Translation.. Language Resources and Evaluation. 3 indexed citations
12.
Ranathunga, Surangika, et al.. (2018). Improving domain-specific SMT for low-resourced languages using data from different domains.. Language Resources and Evaluation. 6 indexed citations
13.
Ranathunga, Surangika, et al.. (2017). Opinion Target Extraction for Student Course Feedback. International Conference on Computational Linguistics. 295–307. 1 indexed citations
14.
Ranathunga, Surangika, et al.. (2017). Sinhala Word Joiner. 220–226. 1 indexed citations
15.
Ranathunga, Surangika, et al.. (2016). Sinhala Short Sentence Similarity Calculation using Corpus-Based and Knowledge-Based Similarity Measures. International Conference on Computational Linguistics. 44–53. 1 indexed citations
16.
Ranathunga, Surangika, et al.. (2016). Comprehensive Part-Of-Speech Tag Set and SVM based POS Tagger for Sinhala. International Conference on Computational Linguistics. 173–182. 14 indexed citations
17.
Ranathunga, Surangika, et al.. (2016). Automatic Creation of a Sentence Aligned Sinhala-Tamil Parallel Corpus. International Conference on Computational Linguistics. 124–132. 9 indexed citations
18.
Ranathunga, Surangika, et al.. (2015). Ruchi: Rating Individual Food Items in Restaurant Reviews.. 209–214. 8 indexed citations
19.
Cranefield, Stephen & Surangika Ranathunga. (2013). Embedding agents in business applications using enterprise integration patterns. Adaptive Agents and Multi-Agents Systems. 1223–1224. 2 indexed citations
20.
Ranathunga, Surangika, Stephen Cranefield, & Martin Purvis. (2011). Interfacing a cognitive agent platform with a virtual world: a case study using Second Life. Adaptive Agents and Multi-Agents Systems. 1181–1182. 11 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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