# JevSpan

Zero-shot named entity recognition for Chinese and English: code proposes candidate spans at punctuation and Jev choice questions nominate, verify, and fix the boundary of each entity; reports 73.7 average strict F1 on 12 NER benchmarks against 72.1 for Qwen3.8-27B.

- URL: https://github.com/lzq-0529/jev-span
- Section: Data and ops
- Type: project
- Stars: 12
- Pushed: 2026-09-28T07:27:31Z
- Language: Python
- License: MIT
- First seen: 2026-10-08
- Form: Library or SDK
- Useful for: Classification and extraction (0.93), Output verification (0.85), Benchmarks and evals (0.83)

Page: https://awesomejev.vercel.app/p/jev-span/