# Generation-based vs. Retrieval-based Conversational Recommendation: A User-Centric Comparison

> Research article (Fifteenth ACM Conference on Recommender Systems, 2021) · cited 11× · AI/ML

**Wikidata**: [openalex:W3199892213](https://www.wikidata.org/wiki/openalex:W3199892213)  
**Source**: https://4ort.xyz/entity/generation-based-vs-retrieval-based-conversational-recommendation-a-user-centric-comparison