Matthew Theodore Roque (Preferred)
Matthew Roque
Matthew Theodore C. Roque
Matthew C. Roque
Matthew Theodore Roque
Researcher, Network R&D Team, Samsung
Joined
February 2025
Names
,
,
,
Emails
****@samsung.com (Confirmed)
****@gmail.com (Confirmed)
****@icloud.com (Confirmed)
Personal Links
Career & Education History
Researcher
Network R&D Team, Samsung (samsung.com)
2024 – Present
MS student
Electronics & Computer Engineering Department, De La Salle University (dlsu.edu.ph)
2020 – 2023
Undergrad student
Electronics & Computer Engineering Department, De La Salle University (dlsu.edu.ph)
2017 – 2023
Advisors, Relations & Conflicts
Expertise
model optimization
, transformer architecture
2025 – Present
low-resource machine translation
, sequence-to-sequence modeling
, transfer learning
2024 – Present
text readability
, dataset characteristics
, transfer learning
2024 – Present
information retrieval
, text embedding models
, legal NLP
, synthetic data
, domain-specific retrieval
2022 – 2024
Publications
No publications