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arXiv3d ago
5.3

Rethinking Token Prediction: Tree-Structured Diffusion Language Model

Zihao Wu, Haoming Yang, Juncheng Dong, Vahid Tarokh

View original ↗

Analysis

Viral velocity
low
Implementation gapYES
Novelty9/10
Categorypaper
Topics
llmdiffusioninference

Opportunity Brief

Create a tree-structured diffusion language model library. This is a novel path to efficient inference that skips standard auto-regressive token prediction.

Suggested repo: tree-diff

"Beyond tokens: Diffusion-based language modeling on trees."

Estimated effort: 150h