| Identifying Breakdowns in Conversational Recommender Systems using User Simulation | May 23, 2024 | Conversational RecommendationDiagnostic | CodeCode Available | 0 |
| Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation | May 23, 2024 | Conversational RecommendationMultiple-choice | —Unverified | 0 |
| Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation | May 20, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender Systems | May 13, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation | May 2, 2024 | Bayesian OptimizationConversational Recommendation | —Unverified | 0 |
| Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender Systems | Apr 17, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 2 |
| Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors | Apr 4, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 |
| How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation | Mar 25, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation | Mar 13, 2024 | Conversational RecommendationModel Selection | CodeCode Available | 0 |
| Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset | Mar 7, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 |
