Nguyen Tuan Kiet

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2025

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Metamorphic at VLSP 2025: SIGMA – A Multimodal Agent System for Legal QA on Vietnamese Traffic Signs
Nguyen Tuan Kiet | Nguyen Khanh Tuan Anh | Long Hoang Huu Nguyen | Dam Vu Trong Tai | Dang Van Thin
Proceedings of the 11th International Workshop on Vietnamese Language and Speech Processing

2024

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NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models
Nguyen Tuan Kiet | Dang Van Thin
Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)

This paper describes the system of the team NRK for Task A in the SemEval-2024 Task 1: Semantic Textual Relatedness (STR). We focus on exploring the performance of ensemble architectures based on the voting technique and different pre-trained transformer-based language models, including the multilingual and monolingual BERTology models. The experimental results show that our system has achieved competitive performance in some languages in Track A: Supervised, where our submissions rank in the Top 3 and Top 4 for Algerian Arabic and Amharic languages. Our source code is released on the GitHub site.
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