Deshan K. Sumanathilaka

According to our database, Deshan K. Sumanathilaka authored at least 17 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation.

Deshan K. Sumanathilaka, Nicholas Micallef, Julian Hough, Saman Jayasinghe

CoRR, April, 2026

2025

Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs.

Deshan K. Sumanathilaka, Nicholas Micallef, Julian Hough

CoRR, October, 2025

Swa-bhasha Resource Hub: Romanized Sinhala to Sinhala Transliteration Systems and Data Resources.

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

CoRR, July, 2025

A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior.

Nikil Jayasuriya, Deshan K. Sumanathilaka

CoRR, March, 2025

IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages.

Deshan K. Sumanathilaka, Isuri Anuradha, Ruvan Weerasinghe, Nicholas Micallef, Julian Hough

CoRR, January, 2025

If ChatGPT can do it, where is my creativity? generative AI boosts performance but diminishes experience in creative writing.

Peidong Mei, Deborah N. Brewis, Fortune Nwaiwu, Deshan K. Sumanathilaka, Fernando Alva-Manchego, Joanna Demaree-Cotton

Comput. Hum. Behav. Artif. Humans, 2025

Efficient Financial Fraud Detection on Mobile Devices Using Lightweight Large Language Models.

Lakpriya Senevirathna, Deshan Koshala Sumanathilaka

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

Evaluating Transliteration Ambiguity in Adhoc Romanized Sinhala: A Dataset for Transliteration Disambiguation.

Sandun Sameera Perera, Deshan Koshala Sumanathilaka

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistance.

Peshala Perera, Deshan Koshala Sumanathilaka

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

Toponym Resolution: Will Prompt Engineering Change Expectations?

Isuri Anuradha, Deshan Koshala Sumanathilaka, Ruslan Mitkov, Paul Rayson

Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025

Proceedings of the First Workshop on Natural Language Processing for Indo-Aryan and Dravidian Languages.

Ruvan Weerasinghe, Isuri Anuradha, Deshan K. Sumanathilaka

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Machine Translation and Transliteration for Indo-Aryan Languages: A Systematic Review.

Sandun Sameera Perera, Deshan Koshala Sumanathilaka

Proceedings of the 31st International Conference on Computational Linguistics, 2025

IndoNLP 2025 Shared Task: Romanized Sinhala to Sinhala Reverse Transliteration Using BERT.

Sandun Sameera Perera, Lahiru Prabhath Jayakodi, Deshan Koshala Sumanathilaka, Isuri Anuradha

Proceedings of the 31st International Conference on Computational Linguistics, 2025

GlossGPT: GPT for Word Sense Disambiguation using Few-shot Chain-of-Thought Prompting.

Deshan K. Sumanathilaka, Nicholas Micallef, Julian Hough

Proceedings of the 16th International Conference on Ambient Systems, 2025

2024

Swa Bhasha: Message-Based Singlish to Sinhala Transliteration.

Maneesha U. Athukorala, Deshan K. Sumanathilaka

CoRR, 2024

EmoScan: Automatic Screening of Depression Symptoms in Romanized Sinhala Tweets.

Jayathi Hewapathirana, Deshan K. Sumanathilaka

CoRR, 2024

A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation.

Miuru Abeysiriwardana, Deshan K. Sumanathilaka

CoRR, 2024