Reasoning tasks with cyclic and sequential geometries

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

• sequential reasoning tasksconcept0.821
  Language model reasoning tasks with sequential geometry used in experiments.
• Cyclic Geometryconcept0.788
  One of the geometric structures used to characterize reasoning task representations in language models, used as a test case for manifold steering
• In-context learning tasks with graph geometriesconcept0.785
  Language model experimental setting with complex relational structure.
• Synthetic In-Context Learning Task with Predefined Geometriesconcept0.783
  An additional task in the full paper where geometric structure is predefined and used to test whether representation and behavior geometry align.
• Sequential Geometryconcept0.779
  A geometric structure characterizing sequential reasoning task representations, used as a test case for manifold steering
• Representation and computation can diverge; cyclic geometry is representational invariant while operations use generic substrate.claim0.771
• Causal Abstraction over Cyclic Tasksconcept0.766
• in-context learning tasks with complex graph geometriesconcept0.759
  Tasks involving graph-structured geometries for in-context learning, used to test manifold steering.