Published at #irrj: "Simple Techniques for Efficient Top-k Batch Query Processing" by Zhixuan Li and Joel Mackenzie. #batchprocessing, #caching, #dynamicpruning, #efficientretrieval, #informationretrieval
https://doi.org/10.54195/irrj.23893
https://doi.org/10.54195/irrj.23893
Simple Techniques for Efficient Top- k Batch Query Processing
| Information Retrieval Research
irrj.org
April 16, 2026 at 12:17 PM
Published at #irrj: "Simple Techniques for Efficient Top-k Batch Query Processing" by Zhixuan Li and Joel Mackenzie. #batchprocessing, #caching, #dynamicpruning, #efficientretrieval, #informationretrieval
https://doi.org/10.54195/irrj.23893
https://doi.org/10.54195/irrj.23893
Action‑Aware Dynamic Pruning (ADP) gave a 1.35× speed‑up on the LIBERO benchmark and lifted task performance by roughly 25.8% without hurting success rates. https://getnews.me/dynamic-pruning-improves-vision-language-action-robot-efficiency/ #dynamicpruning #vla #robotics
September 29, 2025 at 11:41 AM
Action‑Aware Dynamic Pruning (ADP) gave a 1.35× speed‑up on the LIBERO benchmark and lifted task performance by roughly 25.8% without hurting success rates. https://getnews.me/dynamic-pruning-improves-vision-language-action-robot-efficiency/ #dynamicpruning #vla #robotics