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| Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences | Mar 27, 2025 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives | Mar 14, 2025 | Conversational Recommendation | —Unverified | 0 |
| Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation | Mar 12, 2025 | Collaborative FilteringConversational Recommendation | CodeCode Available | 0 |
| Graph Retrieval-Augmented LLM for Conversational Recommendation Systems | Mar 9, 2025 | Conversational RecommendationIn-Context Learning | —Unverified | 0 |
| Federated Conversational Recommender System | Mar 2, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems | Feb 19, 2025 | Collaborative FilteringConversational Recommendation | CodeCode Available | 1 |
| TALKPLAY: Multimodal Music Recommendation with Large Language Models | Feb 19, 2025 | Conversational RecommendationInstruction Following | —Unverified | 0 |
| STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling | Dec 21, 2024 | Conversational RecommendationDialogue Generation | —Unverified | 0 |
| Bridging Conversational and Collaborative Signals for Conversational Recommendation | Dec 9, 2024 | Collaborative FilteringConversational Recommendation | —Unverified | 0 |
