Pairwise Ranking Outperforms Single-Action RL for Offline Explanation Selection: A Practical Lesson.

arXiv:2608.18531v2 Announce Type: replace Abstract: Industrial explainable-recommendation systems built on LLMs incur a substantial serving cost: each request triggers an LLM generation, with latency in the hundreds of milliseconds and cost that scales linearl