| What does BERT know about books, movies and music? Probing BERT for Conversational Recommendation | Jul 30, 2020 | Conversational RecommendationLanguage Modelling | CodeCode Available | 1 |
| Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start Users | May 23, 2020 | Collaborative FilteringConversational Recommendation | CodeCode Available | 1 |
| Towards Conversational Recommendation over Multi-Type Dialogs | May 8, 2020 | Conversational RecommendationVocal Bursts Type Prediction | CodeCode Available | 1 |
| A Literature Review on Simulation in Conversational Recommender Systems | Jun 25, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent | Jun 17, 2025 | Conversational Recommendation | —Unverified | 0 |
| Conversational Recommendation System using NLP and Sentiment Analysis | May 17, 2025 | Conversational RecommendationDynamic Time Warping | —Unverified | 0 |
| Minimally Supervised Hierarchical Domain Intent Learning for CRS | May 4, 2025 | ClusteringConversational Recommendation | —Unverified | 0 |
| Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User | Apr 29, 2025 | AttributeConversational Recommendation | —Unverified | 0 |
| MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender? | Apr 26, 2025 | Conversational RecommendationDiversity | —Unverified | 0 |
| Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation | Apr 24, 2025 | Conversational Recommendationcounterfactual | —Unverified | 0 |
| HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models | Apr 20, 2025 | Conversational RecommendationExplainable Recommendation | —Unverified | 0 |
| Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models | Apr 9, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| MemInsight: Autonomous Memory Augmentation for LLM Agents | Mar 27, 2025 | Conversational RecommendationLanguage Modeling | —Unverified | 0 |
| 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 |
| 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 |
| Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling | Dec 3, 2024 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation | Nov 28, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation | Nov 16, 2024 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 |
| Beyond Retrieval: Generating Narratives in Conversational Recommender Systems | Oct 22, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search | Oct 12, 2024 | Conversational RecommendationConversational Search | CodeCode Available | 0 |