855 citations · 958 across the 34 of their papers we have counts for
5 papers · 1 filter
An Empirical Study on Chinese Character Decomposition in Multiword Expression-Aware Neural Machine Translation
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton
Word meaning, representation, and interpretation play fundamental roles in natural language understanding (NLU), natural language processing (NLP), and natural language generation…
Capturing Bias Diversity in LLMs
Purva Prasad Gosavi, Vaishnavi Murlidhar Kulkarni, Alan F. Smeaton
This paper presents research on enhancements to Large Language Models (LLMs) through the addition of diversity in its generated outputs. Our study introduces a configuration of mul…
Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton
To facilitate effective translation modeling and translation studies, one of the crucial questions to address is how to assess translation quality. From the perspectives of accurac…
Chinese Character Decomposition for Neural MT with Multi-Word Expressions
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton +1
Chinese character decomposition has been used as a feature to enhance Machine Translation (MT) models, combining radicals into character and word level models. Recent work has inve…
MultiMWE: Building a Multi-lingual Multi-Word Expression (MWE) Parallel Corpora
Lifeng Han, Gareth J. F. Jones, Alan F. Smeaton
Multi-word expressions (MWEs) are a hot topic in research in natural language processing (NLP), including topics such as MWE detection, MWE decomposition, and research investigatin…