Cyclic concept reasoning probing

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• cyclic reasoning tasksconcept0.827
  Language model reasoning tasks with cyclic geometric structure used to test manifold steering.
• Cyclic Concept Geometryconcept0.760
  The circular geometric structure that cyclically ordered concepts (days, months) exhibit in both representation and behavior space.
• Reasoning tasks with cyclic and sequential geometriesconcept0.755
  Language model experimental setting used to test manifold steering.
• How does Llama-3.1-8B reason over cyclic concepts?question0.738
  The empirical question the paper addresses through mechanistic investigation
• Attention probes for belief decodingconcept0.736
• Probing Methodsmethod0.735
  Top-down interpretability approach studying linguistic properties at various residual stream stages; contrasted with the paper's bottom-up mechanistic approach
• Activation Probingconcept0.734
  Technique of reading out model beliefs from internal activations before the final answer token is generated
• Months of the year as cyclic conceptconcept0.734
  Running example used throughout the paper; months cycle with period 12