作者位次 #7/8SIGIR 2026Oral· Information Retrieval (Full)
BEAR: Towards Beam-Search-Aware Optimization for Recommendation with Large Language Models
Weiqin Yang · Bohao Wang · Zhenxiang Xu · Jiawei Chen · Shengjia Zhang · Jingbang Chen · Canghong Jin · Can Wang
摘要
Recent years have seen a rapid surge in research leveraging Large Language Models (LLMs) for recommendation. These methods typically employ supervised fine-tuning (SFT) to adapt LLMs to recommendation scenarios, and utilize beam search during inference to efficiently retrieve B top-ranked recomme...