mlsanityData to 7 Oct 2026

Survey on Publicly Available Sinhala Natural Language Processing Tools and Research

arXiv 1906.02358 ↗First posted 5 Jun 2019cs.CLcited by 45

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Abstract (arXiv)

Sinhala is the native language of the Sinhalese people who make up the largest ethnic group of Sri Lanka. The language belongs to the globe-spanning language tree, Indo-European. However, due to poverty in both linguistic and economic capital, Sinhala, in the perspective of Natural Language Processing tools and research, remains a resource-poor language which has neither the economic drive its cousin English has nor the sheer push of the law of numbers a language such as Chinese has. A number of research groups from Sri Lanka have noticed this dearth and the resultant dire need for proper tools and research for Sinhala natural language processing. However, due to various reasons, these attempts seem to lack coordination and awareness of each other. The objective of this paper is to fill that gap of a comprehensive literature survey of the publicly available Sinhala natural language tools and research so that the researchers working in this field can better utilize contributions of their peers. As such, we shall be uploading this paper to arXiv and perpetually update it periodically to reflect the advances made in the field.

Key facts. Cited by 45 papers in the map (data through 7 Oct 2026). First posted on arXiv 5 Jun 2019.

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 1; 2022: 5; 2023: 2; 2024: 6; 2025: 13; 2026: 18.

45 papers.

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  1. 2022Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP Worldcited by 55
  2. 2022BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classificationcited by 15
  3. 2024Quality Does Matter: A Detailed Look at the Quality and Utility of Web-Mined Parallel Corporacited by 13
  4. 2025Zero-shot OCR Accuracy of Low-Resourced Languages: A Comparative Analysis on Sinhala and Tamilcited by 9
  5. 2025SinLlama -- A Large Language Model for Sinhalacited by 8
  6. 2024NSINA: A News Corpus for Sinhalacited by 6
  7. 2024Sinhala Transliteration: A Comparative Analysis Between Rule-based and Seq2Seq Approachescited by 6
  8. 2023Sinhala-English Parallel Word Dictionary Datasetcited by 4
  9. 2024Shoulders of Giants: A Look at the Degree and Utility of Openness in NLP Researchcited by 4
  10. 2021Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Postscited by 3
  11. 2024SiTSE: Sinhala Text Simplification Dataset and Evaluationcited by 3
  12. 2025IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languagescited by 3
33 more
  1. 2025Improving the quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristicscited by 3
  2. 2022Sentiment Analysis with Deep Learning Models: A Comparative Study on a Decade of Sinhala Language Facebook Datacited by 2
  3. 2022Data Augmentation to Address Out-of-Vocabulary Problem in Low-Resource Sinhala-English Neural Machine Translationcited by 2
  4. 2022Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languagescited by 2
  5. 2025Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset Studycited by 2
  6. 2025SiDiaC: Sinhala Diachronic Corpuscited by 2
  7. 2023Sinhala-English Word Embedding Alignment: Introducing Datasets and Benchmark for a Low Resource Languagecited by 1
  8. 2024A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and Sinhalacited by 1
  9. 2025Linguistic Entity Masking to Improve Cross-Lingual Representation of Multilingual Language Models for Low-Resource Languagescited by 1
  10. 2025GeeSanBhava: Sentiment Tagged Sinhala Music Video Comment Data Setcited by 1
  11. 2026SinFoS: A Parallel Dataset for Translating Sinhala Figures of Speechcited by 1
  12. 2026SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Textscited by 1
  13. 2026SiDiaC-v.2.0: Sinhala Diachronic Corpus Version 2.0cited by 1
  14. 2026EnSiTa - A Trilingual Multi-Domain Parallel Dataset and Benchmark for Domain-Specific Machine Translationcited by 1
  15. 2025Subasa - Adapting Language Models for Low-resourced Offensive Language Detection in Sinhalacited by 0
  16. 2025Swa-bhasha Resource Hub: Romanized Sinhala to Sinhala Transliteration Systems and Data Resourcescited by 0
  17. 2025Utilizing Multilingual Encoders to Improve Large Language Models for Low-Resource Languagescited by 0
  18. 2025How Good is BLI as an Alignment Measure: A Study in Word Embedding Paradigmcited by 0
  19. 2025LMSpell: Spell Correction with Pre-Trained Language Modelscited by 0
  20. 2026Sinhala Physical Common Sense Reasoning Dataset for Global PIQAcited by 0
  21. 2026MUNIChus: Multilingual News Image Captioning Benchmarkcited by 0
  22. 2026Separate Before You Compress: The WWHO Tokenization Architecturecited by 0
  23. 2026SiPaKosa: A Comprehensive Corpus of Canonical and Classical Buddhist Texts in Sinhala and Palicited by 0
  24. 2026Fault of Our Stars: Behavioral Drivers of Rating-Sentiment Incongruencecited by 0
  25. 2026Shifting from Discrete to Continuous Reference Data: QSM-Derived Horizontal Tree Biomass Distribution for Deep Learning Biomass Estimationcited by 0
  26. 2026grapheme-kit: Grapheme-Level Metrics and Text Processing for Multilingual NLPcited by 0
  27. 2026Trilingual Topic Modeling of Sri Lankan Parliamentary Debatescited by 0
  28. 2026HelaBERT: Enhancing Sinhala Language Understanding with Dual Pooling Classification Headcited by 0
  29. 2026Dynamics of Meaning: Towards the Evaluation of Diachronic Semantic Change in Sinhalacited by 0
  30. 2026Confident but Wrong: A Constrained Decoding Diagnostic for Low-Resource Automatic Post-Editingcited by 0
  31. 2026PlurVA-LLM-2026 Shared Task Track-1: Pluralistic Value Alignment in LLMs via Multilingual Fine-Tuning and Threshold Calibrationcited by 0
  32. 2026A Character-Level Neural Approach to Sinhala Sandhi Splittingcited by 0
  33. 2026Fact over Fiction: Detection of Pathological Hallucinations in Sinhala-to-English Neural Machine Translationcited by 0