Papers

Details of papers that may be of interest.

  • Takens-Based Transfomer — Introducing the Takens-Based Transformers.
  • Pairwise Embeddings — Pairwise Embedding in LLM Transformers.
  • JPEG Compression — JPEG Compression in LLM Embeddings
  • LLM Non-linear Dynamics — Non-linear Dynamics in LLMs
  • Dynamics of Language — Language as a Nonlinear Dynamical System.
  • Compression and Correspondence — Compression in Language.
  • Takens v. Autoregression — Where Next-Token Prediction Fails.
  • Earlier Publications — Medical Engineering

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    Geofinitsim:The Geometry of Language and Thought.