Skip to content
#

selection-algorithms

Here are 35 public repositories matching this topic...

Reproducible benchmark of 8 demonstration-selection methods for few-shot in-context learning (random, top-k SBERT, BM25, entropy re-ranking, CoT-guided retrieval and more) across 3 tasks and 3 open LLMs, with one shared prompt, prediction rule and protocol, confidence intervals, paired tests and run manifests.

  • Updated Oct 17, 2026
  • Jupyter Notebook

Add this topic to your repo

To associate your repository with the selection-algorithms topic, visit your repo's landing page and select "manage topics."

Learn more