Aster-00/more_data_but_better

Python

0

70 commits

updated Oct 18, 2026

See the code

README

More Data But Better: controllable synthetic data for Arabic dialect identification

Bachelor thesis code (GIU, Winter 2026). Project brief, rules and model roster: CLAUDE.md.

Where things are documented

FileWhat
docs/progress.mdRun notes: what each run did, what changed, what it showed
docs/decisions.mdDecisions log (D-NNN)
docs/data.mdData sources and versions (D1–D4)
docs/tables/split_summary.mdClassifier scores per run: validation, dev, test, per dialect; leaderboard submissions
docs/tables/quality_summary.mdQuality measurements of data sets (Q)
docs/tables/scorer_summary.mdScorer validation against human gold (S)
docs/tables/generator_summary.mdGenerator feasibility checks (G)
thesis/Report notes

Tables in docs/tables/ are generated from results/ and never edited by hand:

python -m src.evaluation.summarize_runs      # split_summary
python -m src.quality.summarize_quality      # quality, scorer and generator summaries

Run IDs and result folders are registered in configs/runs.json.

Aster-00/more_data_but_better

Python

0

70 commits

updated Oct 18, 2026

See the code

README

More Data But Better: controllable synthetic data for Arabic dialect identification

Bachelor thesis code (GIU, Winter 2026). Project brief, rules and model roster: CLAUDE.md.

Where things are documented

FileWhat
docs/progress.mdRun notes: what each run did, what changed, what it showed
docs/decisions.mdDecisions log (D-NNN)
docs/data.mdData sources and versions (D1–D4)
docs/tables/split_summary.mdClassifier scores per run: validation, dev, test, per dialect; leaderboard submissions
docs/tables/quality_summary.mdQuality measurements of data sets (Q)
docs/tables/scorer_summary.mdScorer validation against human gold (S)
docs/tables/generator_summary.mdGenerator feasibility checks (G)
thesis/Report notes

Tables in docs/tables/ are generated from results/ and never edited by hand:

python -m src.evaluation.summarize_runs      # split_summary
python -m src.quality.summarize_quality      # quality, scorer and generator summaries

Run IDs and result folders are registered in configs/runs.json.