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r/MachineLearning
r/MachineLearning
6/30/2026
The original title is: "A map of the latest 11 million papers split by semantic similarity and time slices [P]"

The original title is: "A map of the latest 11 million papers split by semantic similarity and time slices [P]"

Original: A map of the latest 11 million papers split by semantic similarity and time slices [P]

Short summary

A researcher built an interactive map of 11 million papers from OpenAlex and arXiv using SPECTER 2 embeddings and UMAP visualization. The tool supports semantic and keyword search, ranks institutions and authors, and includes temporal browsing to track topic evolution. It's free, updates daily, and designed to help researchers stay current with rapidly published literature.

  • Maps 11M papers using embeddings and UMAP 2D visualization
  • Supports semantic/keyword search with institution and author ranking
  • Includes time-slider for temporal analysis and daily auto-ingestion

Generated with AI, which can make mistakes.

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