| DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI | Jul 19, 2023 | Conversational RecommendationDiversity | CodeCode Available | 2 |
| Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender Systems | Apr 17, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 2 |
| KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems | Feb 22, 2022 | Conversational RecommendationRecommendation Systems | CodeCode Available | 2 |
| MACRec: a Multi-Agent Collaboration Framework for Recommendation | Feb 23, 2024 | Conversational RecommendationDecision Making | CodeCode Available | 2 |
| A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems | May 13, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation | Sep 18, 2021 | Conversational Recommendation | CodeCode Available | 1 |
| Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences | Mar 27, 2025 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation | Oct 27, 2023 | AttributeConversational Recommendation | CodeCode Available | 1 |
| Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems | Feb 19, 2025 | Collaborative FilteringConversational Recommendation | CodeCode Available | 1 |
| CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation | Oct 20, 2020 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
