laninh-tech/Vietnamese-Sentiment-Analysis-System
Vietnamese NLP system for sentiment analysis and order-intent extraction from unstructured social content.
What's novel
Vietnamese NLP system for sentiment analysis and order-intent extraction from unstructured social content.
Code Analysis
4 files read · 2 roundsA Streamlit dashboard application that scrapes Vietnamese social media content using Selenium and analyzes it with a PhoBERT sentiment model combined with regex-based order intent extraction.
Strengths
The project demonstrates a clean separation of concerns between scraping, modeling, and extraction. The UI is well-styled and the use of standard NLP libraries (Transformers, pyvi) for Vietnamese text processing shows good technical substance.
Weaknesses
Lacks any testing infrastructure. The order extraction logic relies on fragile regex patterns rather than a robust NER model, limiting its accuracy in real-world noisy data scenarios.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
7
Contributors
3
Files
9
Active weeks
1
Repository
Language
Python
Stars
1
Forks
0
License
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