6 papers
Bridging Lexical Ambiguity and Vision: A Mini Review on Visual Word Sense Disambiguation
Shashini Nilukshi, Deshan Sumanathilaka
This paper offers a mini review of Visual Word Sense Disambiguation (VWSD), which is a multimodal extension of traditional Word Sense Disambiguation (WSD). VWSD helps tackle lexica…
A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistance
Peshala Perera, Deshan Sumanathilaka
Dyslexia in adults remains an under-researched and under-served area, particularly in non-English-speaking contexts, despite its significant impact on personal and professional liv…
Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs
Deshan Sumanathilaka, Nicholas Micallef, Julian Hough
Recent advances in Large Language Models (LLMs) have significantly reshaped the landscape of Natural Language Processing (NLP). Among the various prompting techniques, few-shot pro…
A Systematic Decade Review of Trip Route Planning with Travel Time Estimation based on User Preferences and Behavior
Nikil Jayasuriya, Deshan Sumanathilaka
This paper systematically explores the advancements in adaptive trip route planning and travel time estimation (TTE) through Artificial Intelligence (AI). With the increasing compl…
IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages
Deshan Sumanathilaka, Isuri Anuradha, Ruvan Weerasinghe +2
The paper overviews the shared task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages. It focuses on the reverse transliteration of low-resourced languages in…
Can LLMs assist with Ambiguity? A Quantitative Evaluation of various Large Language Models on Word Sense Disambiguation
T. G. D. K. Sumanathilaka, Nicholas Micallef, Julian Hough
Ambiguous words are often found in modern digital communications. Lexical ambiguity challenges traditional Word Sense Disambiguation (WSD) methods, due to limited data. Consequentl…