Add staged bottleneck localization paper - #16
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The change is a straightforward README table entry addition with consistent formatting and no apparent inconsistencies.
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Pull request overview
Adds a new research-paper entry to the “Theory & Analysis” section of the repository’s paper list, expanding the curated bibliography for diffusion LLM research.
Changes:
- Added the FRUCT 2026 paper “Where Quality Breaks in Compressed Short-Text Generation: Staged Bottleneck Localization”.
- Included the paper’s arXiv link and a project page link in the remark field.
File summaries
| File | Description |
|---|---|
| README.md | Adds a single new paper row (title, date, venue, and project link) under Theory & Analysis. |
Review details
- Files reviewed: 1/1 changed files
- Comments generated: 0
- Review effort level: Lite
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Summary
Adds the FRUCT 2026 paper to Theory & Analysis with its arXiv record and project page.
Why it fits
The contribution is a staged diagnostic methodology for code-space masked diffusion: it isolates codec reconstruction loss from latent-generation loss and reports the conclusion only for the tested compressed short-text configuration.
Disclosure: I am the first author of the paper.