| title: Paper Compression — Context Experiment | |
| emoji: 📄 | |
| colorFrom: blue | |
| colorTo: yellow | |
| sdk: static | |
| app_file: index.html | |
| pinned: false | |
| license: mit | |
| # Paper Compression — Prior-Context Experiment | |
| Interactive visualization of an off-vs-on context experiment: does giving a | |
| memoryless reconstructor access to a paper's prior reference paper let it recover | |
| the target theorem from a **shorter** compressed summary? | |
| - **Target:** *On Language Generation in the Limit with Bounded Memory* (arXiv 2605.30324) | |
| - **Context paper:** Kleinberg & Mullainathan, *Language Generation in the Limit* (arXiv 2404.06757) | |
| - **Design:** budgets {200, 300, 400} × {OFF, ON} × 3 trials | |
| ## Tabs | |
| - **Report** — narrative writeup and headline conclusion. | |
| - **Results** — pass-rate chart, blinded comparative ranking, per-trial rank spread. | |
| - **Runs** — browse each reconstruction's PDF alongside the evaluator's verdict. | |
| ## Data | |
| All artifacts live under `data/`: | |
| `scores.jsonl`, `ranking.json`/`.md`, `report.md`, and `pdfs/{budget}_{cond}_run{k}.pdf` | |
| plus matching `.comparison.md` evaluator verdicts. | |
| Generated by the [paper-compression](https://github.com/) harness. No model calls | |
| happen in the app — it only visualizes precomputed artifacts. | |