User-Centric Conversational Recommendation: Adapting the Need of User with Large Language Models

Author:

Zhang Gangyi1ORCID

Affiliation:

1. School of Data Science, University of Science and Technology of China, China

Publisher

ACM

Reference39 articles.

1. 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 ( 2023 ). 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 (2023).

2. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared  D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , 2020. Language models are few-shot learners. Advances in neural information processing systems 33 ( 2020 ), 1877–1901. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020), 1877–1901.

3. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP-IJCNLP. 1803–1813. Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang and Jie Tang. 2019. Towards Knowledge-Based Recommender Dialog System. In EMNLP-IJCNLP. 1803–1813.

4. Meta Policy Learning for Cold-Start Conversational Recommendation

5. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning

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