SurveyMaster

Classifying papers by multi-LLM consensus voting.

• Python
• TypeScript
• LLMs
• Taxonomies

What it does

Several LLMs vote, weighted by confidence, to place papers in hierarchical taxonomies more reliably than any single model. A refinement loop fixes dead and overloaded leaves. The whole pipeline also runs in the browser: open a finished run, or bring an OpenRouter key and start your own.

Highlights

• Five stages: fetch, taxonomize, classify, evaluate, evolve.
• Human review of proposed taxonomies.
• The browser version reproduces the Python consensus and metrics exactly.