Problem
Personal project
Geez Document Retrieval System
Dedicated Information Retrieval system for Ge'ez texts, featuring a custom stemmer and evaluated using precision, recall, and F1-score.
PythonNLPInformation Retrieval
What it does
- Custom Ge'ez stemmer
- Indexed Ge'ez corpus
- Precision/Recall/F1 evaluation
Inside the build
Problem, constraints, decisions, and outcome.
What changed and why
Constraint
The work had to operate with a limited corpus and language resources while still producing measurable retrieval results.
My contribution
Built the retrieval pipeline, a custom Ge'ez stemmer, corpus indexing, search behavior, and evaluation workflow.
Technical decision
Use a dedicated information-retrieval pipeline and evaluate it directly with precision, recall, and F1 rather than relying on generic search behavior.
Outcome
Delivered a working Ge'ez search system with a custom linguistic preprocessing path and measurable retrieval performance.
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