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method:svccaSVCCA
Alternative representational alignment metric compared against mutual k-NN in experiments
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Papers (1)
paper
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.
- The baseline variant of Verbalized Sampling that asks for k responses with their probabilities in a single LLM call
- Imbuing method that prepends a ~50-word personality description as the system message
- The paper's proposed training-free prompting strategy that prompts the model to verbalize a probability distribution over a set of responses rather than generating a single response
- Cognitive framework or rule that governs human actions; may or may not preserve wholeness.
- Model tendency to excessively praise or agree; captured by several SAE features.
- A VS variant that adds chain-of-thought reasoning before generating the distribution of responses with probabilities
- A VS variant that generates k responses with probabilities across multiple conversation turns for additional diversity