Large Language Models as Data Augmenters for Cold-Start Item Recommendation

Author:

Wang Jianling1ORCID,Lu Haokai1ORCID,Caverlee James1ORCID,Chi Ed H.1ORCID,Chen Minmin1ORCID

Affiliation:

1. Google DeepMind, Mountain View, CA, USA

Publisher

ACM

Reference31 articles.

1. Rohan Anil Andrew M Dai Orhan Firat Melvin Johnson Dmitry Lepikhin Alexandre Passos Siamak Shakeri Emanuel Taropa Paige Bailey Zhifeng Chen et al. 2023. Palm 2 technical report. arXiv preprint arXiv:2305.10403.

2. Keqin Bao, Jizhi Zhang, Yang Zhang, Wenjie Wang, Fuli Feng, and Xiangnan He. 2023. Tallrec: An effective and efficient tuning framework to align large language model with recommendation. arXiv preprint arXiv:2305.00447.

3. Tom Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared D Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell et al. 2020. Language models are few-shot learners. In NeurIPS.

4. Sunhao Dai Ninglu Shao Haiyuan Zhao Weijie Yu Zihua Si Chen Xu Zhongxiang Sun Xiao Zhang and Jun Xu. 2023. Uncovering ChatGPT's Capabilities in Recommender Systems. arXiv preprint arXiv:2305.02182.

5. Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. Bert: Pre-training of deep bidirectional transformers for language understanding. In ACL.

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