---
title: "ACL2025 Huang: Making in Multi-Hop QA"
source: https://www.jemoka.com/posts/kbhacl2025_huang_making_in_multi_hop_qa/
---

Question: can we find a good context permutation to improve reasoning capabilities.
One-Liner Notable Methods Two key evaluations:
evalutanig relationships between gold documents; notice that performance relates to distance between documents (but FTing helps) investigate the effects between different attention masks (i.e., the use of prefix vs continuation masks) IC Score attention-based context attribution method
New Concepts Key insight: correct answers will have single peak of IC scores at gold results; incorrect answers will have more dispersed IC scores.
=&gt;
relevant documents should be placed next to each other
