method
active
method:vs-multiVS-Multi
A VS variant that generates k responses with probabilities across multiple conversation turns for additional diversity
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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
- Ternary relation xy|z defined on leaves of a tree as z ≰ x ∨ y; encodes the structure of evolutionary trees.
- Multivariate information transmission (McGill 1954); a measure of total dependence among variables.
- In attention, value vectors that carry the information future positions should receive.
- 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
- Strategic compromises from power rather than principle; the paper contrasts this unfavorably with overlapping consensus.