一作NeurIPS 2026Poster
Trie-Aware Transformers for Generative Recommendation
Zhenxiang Xu · Sirui Chen · Yong He · Jieyu Yang · Chuan Yuan · Ke Ding · Jing Cao · Can Wang · Jiawei Chen
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Zhenxiang Xu · Sirui Chen · Yong He · Jieyu Yang · Chuan Yuan · Ke Ding · Jing Cao · Can Wang · Jiawei Chen
Weiqin Yang · Bohao Wang · Zhenxiang Xu · Jiawei Chen · Shengjia Zhang · Jingbang Chen · Canghong Jin · Can Wang
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...