| --- |
| license: mit |
| task_categories: |
| - text2text-generation |
| tags: |
| - scheduler |
| - text-to-json |
| - tagalog |
| - taglish |
| - synthetic |
| - from-scratch |
| size_categories: |
| - 100K<n<1M |
| --- |
| |
| # Schedula dataset |
|
|
| Fully synthetic, seeded, reproducible corpus for training **Schedula** - a tiny |
| from-scratch model that turns messy natural language (English / Taglish / |
| Filipino) into structured schedule JSON. |
|
|
| ## Modes |
| | mode | input | output | |
| |---|---|---| |
| | `event_extract` | sentences, bullet dumps, decorated announcements (unicode stars/stylized headers), edit statements; embedded schedule JSON must be ignored | `{"events":[{title, category, date, start_time, duration_min, location, priority}]}` | |
| | `duplicate_detect` | CURRENT LIST json (+ optional `"time_created": "... ##ignore"` metadata) + numbered NEW ITEMS (1-8) | `{"verdicts":[{duplicate, match_id, confidence, reason}]}` | |
|
|
| ## Conventions |
| - `<today>` anchor date resolves every relative expression ("next week tue", |
| "bukas", "sa loob ng 2 linggo"). |
| - Fields suffixed ` ##ignore` are app-owned metadata: present in inputs, |
| never copied to outputs. |
| - Items under "daily reminders"-style headers are undated (`null`) by design. |
| - Category labels come from the per-example schema hint (default enum plus |
| alternate English/Tagalog sets) so the model learns hint-driven mapping. |
| - Duplicate boundaries include numbered schoolwork (`quiz #2` vs `quiz #3` |
| never match) and EN<->Filipino translation pairs (do match). |
|
|
| ## Splits |
| { |
| "train": { |
| "duplicate_detect": 1282, |
| "event_extract": 2718 |
| }, |
| "val": { |
| "duplicate_detect": 184, |
| "event_extract": 416 |
| }, |
| "test": { |
| "duplicate_detect": 174, |
| "event_extract": 426 |
| } |
| } |
| |
| Robustness noise (typos/filler/casing) appears only in val/test (16%). |
|
|
| ## Reproducibility |
| Built by `python -m schedula.data.build --config configs/default.yaml` |
| (seed 1337, created 2026-08-24). The generator lives at |
| https://github.com/maxie-12321/schedula |
|
|
