method
active
method:coherency-scoreCoherency Score
GPT-4.1-mini based score (0-100) measuring clarity, absence of hallucinations, and lack of confusion in generated text
Neighborhood — ranked by edge-count
Papers (1)
paper
Methods (1)
method
- Coherence Scorerelated_toGPT-4.1-mini-rated 0-100 score measuring response coherence; used to detect side effects of steering
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.
- GPT-4o scored 0-100 metric from Betley et al. measuring response coherence on open-ended evaluation prompts
- A property that makes a segment of space stand out as a center; determined by symmetry, connectedness, convexity, etc.
- Rapid breakdown of output quality under strong or out-of-distribution activation steering, the main problem this paper addresses
- Alexander's argument that alongside empirical predictive force, the coherence of a theory's parts is a primary scientific criterion for truth.
- The ability to integrate spending efficiency, resource discipline, and adaptive phase play under competitive pressure.
- Percentage of time a model's assessment of the veracity of base and entailed properties match, given the entailing statement is true.
- Ability to maintain structural consistency over extended sequences
- Measure of whether LMs follow contrapositive logic: if A→B is asserted true and B is false, then A should be false.