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ORCIDDeshan K. Sumanathilaka
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2020 – today
- 2025
[c4]Deshan K. Sumanathilaka, Nicholas Micallef, Julian Hough:
GlossGPT: GPT for Word Sense Disambiguation using Few-shot Chain-of-Thought Prompting. ANT/EDI40 2025: 785-792- [c3]Sandun Sameera Perera, Deshan Koshala Sumanathilaka:
Machine Translation and Transliteration for Indo-Aryan Languages: A Systematic Review. COLING Workshops 2025: 11-21 - [c2]Sandun Sameera Perera, Lahiru Prabhath Jayakodi, Deshan Koshala Sumanathilaka, Isuri Anuradha:
IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT. COLING Workshops 2025: 135-140 - [c1]Ruvan Weerasinghe, Isuri Anuradha, Deshan K. Sumanathilaka:
Proceedings of the First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages. COLING Workshops 2025 - [i8]Deshan K. Sumanathilaka, Isuri Anuradha, Ruvan Weerasinghe, Nicholas Micallef, Julian Hough:
IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages. CoRR abs/2501.05816 (2025) - [i7]Nikil Jayasuriya, Deshan K. Sumanathilaka:
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior. CoRR abs/2503.23486 (2025) - [i6]Deshan K. Sumanathilaka, Sandun Sameera Perera, Sachithya Dharmasiri, Maneesha U. Athukorala, Anuja Dilrukshi Herath, Rukshan Dias, Pasindu Gamage, Ruvan Weerasinghe, Y. H. P. P. Priyadarshana:
Swa-bhasha Resource Hub: Romanized Sinhala to Sinhala Transliteration Systems and Data Resources. CoRR abs/2507.09245 (2025) - [i5]Deshan K. Sumanathilaka, Nicholas Micallef, Julian Hough:
Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs. CoRR abs/2510.03762 (2025) - [i4]Peshala Perera, Deshan K. Sumanathilaka:
A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistance. CoRR abs/2510.04750 (2025) - 2024
- [i3]Miuru Abeysiriwardana, Deshan K. Sumanathilaka
:
A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation. CoRR abs/2403.16129 (2024) - [i2]Jayathi Hewapathirana, Deshan K. Sumanathilaka:
EmoScan: Automatic Screening of Depression Symptoms in Romanized Sinhala Tweets. CoRR abs/2403.19728 (2024) - [i1]Maneesha U. Athukorala, Deshan K. Sumanathilaka:
Swa Bhasha: Message-Based Singlish to Sinhala Transliteration. CoRR abs/2404.13350 (2024)
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