Dec 7, 2023 · Empirical results demonstrate that LaRS consistently outperforms SOTA skill-based selection methods, processing example banks four times faster, ...
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What is the latent chain of thought?
To address this requirement, we introduce a novel approach named Reasoning. Skill Discovery (RSD) that uses unsupervised learning to create a latent space.
To address this requirement, we introduce a novel approach named Reasoning Skill Discovery (RSD) that uses unsupervised learning to create a latent space ...
This paper introduces RSD, a novel demonstration selection method designed for CoT prompting. RSD bases the selection on reasoning skills, which are latent ...
[PDF] Latent Skill Discovery for Chain-of-Thought Reasoning
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A novel approach named Reasoning Skill Discovery (RSD) that use unsupervised learning to create a latent space representation of rationales, ...
Latent Reasoning Skill Discovery (LaRS), a new. 101 skill-based demonstration selection method. This. 102 approach learns skills as latent space representa-.
Latent Reasoning Skill Discovery (LaRS), a new skill-based demonstration selection method. This approach learns skills as latent space representa- tions of ...
Jan 23, 2024 · CCoT prompting is a prompt-engineering technique which is aimed at reducing LLM response verbosity & inference time.
Sep 27, 2024 · But then I think we have this loop where once we realize chain of thought is important or agent is important or tool using is important, what we ...
Apr 30, 2024 · I introduce a method for eliciting latent behaviors in language models by learning unsupervised perturbations of an early layer of an LLM.