Inference-Time Control

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

• Inference-Time Scalingconcept0.814
  Paradigm of improving model outputs through more computation at inference time; VS is presented as a diversity-oriented alternative
• Inference-Time Intervention (ITI)method0.797
  Method by Li et al. 2023a that adds static vectors to model activations at inference time to steer behavior
• Inference-Time Intervention: Eliciting Truthful Answers from a Language Model (Li et al., 2023)concept0.771
  Safety intervention that relies on activation modification, which ESR might undermine
• perceptual inferenceconcept0.756
  The process of inferring causes of sensory inputs, a key aspect of the free-energy minimization scheme.
• Stages of Inferenceframework0.756
  The perspective that LLM inference decomposes into distinct computational stages, which the paper extends to looped models
• Message Passing Inferenceconcept0.755
  Algorithmic framework for probabilistic inference in graphical models.
• Bayesian Inferencemethod0.755
• Inference to the Best Explanationconcept0.754
  Methodological principle applied to favor identity over correlation between signed evaluation and felt valence