Project · active
Vietnamese News Summarization Research
An applied NLP project connecting dataset preparation, model adaptation, evaluation, and engineering workflow.
Overview
This project sits between engineering and research: build a repeatable summarization pipeline, fine-tune or adapt models, evaluate results, and document failure modes.
Technical challenges
- Vietnamese tokenization and dataset cleanup.
- Length control for summaries.
- Factual consistency evaluation.
- Combining automatic metrics with human review.
Lessons learned
The model is only one part of the system. Data quality, evaluation, and reproducible experiments determine whether the result is actually useful.