Papers by Nhu Van Nguyen
ViGPTQA - State-of-the-Art LLMs for Vietnamese Question Answering: System Overview, Core Models Training, and Evaluations (2023.emnlp-industry)
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| Challenge: | Large language models (LLMs) and their applications in low-resource languages are limited due to lack of training data and benchmarking datasets. |
| Approach: | They propose a question-response system for Vietnamese that uses LLMs . they propose to open-source the model and train it on benchmark datasets based on Vietnamese data . |
| Outcome: | The proposed question answering system for Vietnamese is open-source and performant . it can learn and capture human-like text, but there is a gap in evaluations for Vietnamese . |