claim
active
claim:the-three-forces-cohesion-mismatch-budget-summarize-anchoring-trajectoriesThe three forces—cohesion, mismatch, budget—summarize anchoring trajectories.
Summary of the decomposition of S.
Source paper
extracted_from(2025) · Edward Yi Chang · Kaya, Zeyneb N. · Ethan Chang
Neighborhood — ranked by edge-count
Findings (1)
finding
- Lower, uniform anchoring for pattern-matching tasks.
Communities (2)
community
- Few-shot anchoring & latent structuremembers_ofHow minimal examples disambiguate and recruit latent arithmetic/reasoning interpretations in LLMs
- Anchoring bias in commonsense reasoningmembers_ofStudies how LMs exhibit uniform anchoring effects (S ≈ −2.15) across commonsense tasks, decomposed by cohesion, mismatch, and budget forces.
Frameworks (1)
framework
- A theory that pretrained latent patterns are bound to task targets via external semantic anchors; formalized by anchoring strength S.
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
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- The core proposal for a new form of urban plan to guide piecemeal construction.
- Strong priors require higher-cohesion anchors to overcome, manifesting as delayed thresholds or reduced transferhypothesis0.745Prediction for Experiment 1 cross-domain anchoring
- Assertion that the popular models add nothing to parallel programming.
- Analogy to suggest metrics for efficient care-driven paths.
- Recapitulation of a thesis from Book 1, applied to engineering.