112 citations · 124 across the 6 of their papers we have counts for
6 papers
Advancing AI with Integrity: Ethical Challenges and Solutions in Neural Machine Translation
Richard Kimera, Yun-Seon Kim, Heeyoul Choi
This paper addresses the ethical challenges of Artificial Intelligence in Neural Machine Translation (NMT) systems, emphasizing the imperative for developers to ensure fairness and…
Enhanced Labeling Technique for Reddit Text and Fine-Tuned Longformer Models for Classifying Depression Severity in English and Luganda
Richard Kimera, Daniela N. Rim, Joseph Kirabira +2
Depression is a global burden and one of the most challenging mental health conditions to control. Experts can detect its severity early using the Beck Depression Inventory (BDI) q…
Fast Training of NMT Model with Data Sorting
Daniela N. Rim, Kimera Richard, Heeyoul Choi
The Transformer model has revolutionized Natural Language Processing tasks such as Neural Machine Translation, and many efforts have been made to study the Transformer architecture…
Advanced Scaling Methods for VNF deployment with Reinforcement Learning
Namjin Seo, DongNyeong Heo, Heeyoul Choi
Network function virtualization (NFV) and software-defined network (SDN) have become emerging network paradigms, allowing virtualized network function (VNF) deployment at a low cos…
Building a Parallel Corpus and Training Translation Models Between Luganda and English
Richard Kimera, Daniela N. Rim, Heeyoul Choi
Neural machine translation (NMT) has achieved great successes with large datasets, so NMT is more premised on high-resource languages. This continuously underpins the low resource…
A Neural Knowledge Language Model
Sungjin Ahn, Heeyoul Choi, Tanel Pärnamaa +1
Current language models have a significant limitation in the ability to encode and decode factual knowledge. This is mainly because they acquire such knowledge from statistical co-…