method

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method:hellinger-distance

Hellinger distance

Metric used to define geometric space of output token probability distributions in behavior manifold analysis.

Neighborhood — ranked by edge-count

Concepts (2)

concept

behavior manifold
implements
One-dimensional curved surface in output probability space; the paper shows this mirrors representation manifold structure.
Behavior Space
uses
A geometric space of all output token probability distributions, equipped with Hellinger distance, used to visualize model behavior.

Related by similarity (4)

cosine ≥ 0.65 · no typed edge

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

Earth Mover's Distance (EMD)method0.684
Primary quantitative measure of distributional divergence between natural and intervened representations
Average Euclidean cell movement distanceconcept0.656
Measure of how far cells travel during development; increased by stress sharing.
Erwin Schrödingerthinker0.652
Edit Distance k-NNmethod0.650
Alternative alignment metric compared in appendix; computes edit distance between nearest neighbor lists