NLPAI/MLGroup Project2026

Sovereign Dialect-Bridge: Abstractive Summarization

An NLP module that transforms Indonesian regional dialect complaints into concise, formal Indonesian summaries.

NLP Researcher & Developer

Problem

Automated government systems struggle to parse unstructured, highly emotional, and dialect-heavy citizen complaints.

My Contribution

Developed the NLP summarization pipeline utilizing Transformer models. Conducted rigorous model evaluation to ensure generated summaries retained core context without losing critical nuances.

Impact

Enabled efficient, automated abstractive summarization to significantly speed up the bureaucratic review process.

Lesson Learned

Summarization quality depends heavily on training data diversity and honest, edge-case evaluation.

Tech Stack

PythonNLPTransformersHugging Face

GitHub Hugging Face Demo

Project Media

Sovereign Dialect-Bridge: Abstractive Summarization poster