notesum.ai
Published at October 30Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
cs.IR
cs.AI
Released Date: October 30, 2024
Authors: Yang Zhang1, Juntao You2, Yimeng Bai2, Jizhi Zhang2, Keqin Bao2, Wenjie Wang, Tat-Seng Chua1
Aff.: 1National University of Singapore; 2University of Science and Technology of China

| Instruction Input | |
|---|---|
| \cdashline1-2[1pt/2.5pt] Task Instruction: | Given ten books that the user watched recently, please recommend a new book that the user likes to the user. |
| \cdashline1-2[1pt/2.5pt] Task Input: | The user has watched the following books before: ¡His_Behavior_Seq¿ |
| Instruction Output | |
| \cdashline1-2[1pt/2.5pt] Output: | ¡Next_Item¿ |