2 citations · 2 across the 13 of their papers we have counts for
4 papers · 1 filter
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…
Swa Bhasha: Message-Based Singlish to Sinhala Transliteration
Maneesha U. Athukorala, Deshan K. Sumanathilaka
Machine Transliteration provides the ability to transliterate a basic language into different languages in a computational way. Transliteration is an important technical process th…
EmoScan: Automatic Screening of Depression Symptoms in Romanized Sinhala Tweets
Jayathi Hewapathirana, Deshan Sumanathilaka
This work explores the utilization of Romanized Sinhala social media data to identify individuals at risk of depression. A machine learning-based framework is presented for the aut…
A Survey on Lexical Ambiguity Detection and Word Sense Disambiguation
Miuru Abeysiriwardana, Deshan Sumanathilaka
This paper explores techniques that focus on understanding and resolving ambiguity in language within the field of natural language processing (NLP), highlighting the complexity of…