| Toward Knowledge-Enriched Conversational Recommendation Systems | May 1, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| Towards Multi-Subsession Conversational Recommendation | Oct 20, 2023 | AttributeConversational Recommendation | —Unverified | 0 |
| Towards Policy-Guided Conversational Recommendation with Dialogue Acts | Jan 16, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Understanding User Satisfaction with Task-oriented Dialogue Systems | Apr 26, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | —Unverified | 0 |
| U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation | May 5, 2023 | Conversational RecommendationDialogue Evaluation | —Unverified | 0 |
| Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning | May 20, 2021 | AttributeConversational Recommendation | —Unverified | 0 |
| Unintended Bias in Language Model-driven Conversational Recommendation | Jan 17, 2022 | Conversational RecommendationLanguage Modeling | —Unverified | 0 |
| User Memory Reasoning for Conversational Recommendation | May 30, 2020 | Conversational Recommendation | —Unverified | 0 |
| What Else Would I Like? A User Simulator using Alternatives for Improved Evaluation of Fashion Conversational Recommendation Systems | Jan 11, 2024 | Conversational RecommendationImage Captioning | —Unverified | 0 |
| Learning to Ask Appropriate Questions in Conversational Recommendation | May 11, 2021 | Conversational RecommendationQuestion Generation | —Unverified | 0 |
| Lending Interaction Wings to Recommender Systems with Conversational Agents | Oct 6, 2023 | AttributeConversational Recommendation | —Unverified | 0 |
| Knowledge Graph-enhanced Sampling for Conversational Recommender System | Oct 13, 2021 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 |
| SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search | Oct 12, 2024 | Conversational RecommendationConversational Search | CodeCode Available | 0 |
| Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation | Mar 12, 2025 | Collaborative FilteringConversational Recommendation | CodeCode Available | 0 |
| Category Aware Explainable Conversational Recommendation | Mar 15, 2021 | Conversational Recommendation | CodeCode Available | 0 |
| Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation | Nov 16, 2024 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 |
| Towards Retrieval-based Conversational Recommendation | Sep 6, 2021 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 |
| “It doesn’t look good for a date”: Transforming Critiques into Preferences for Conversational Recommendation Systems | Nov 1, 2021 | Common Sense ReasoningConversational Recommendation | CodeCode Available | 0 |
| Conversational Recommender System | Jun 8, 2018 | Conversational RecommendationDeep Reinforcement Learning | CodeCode Available | 0 |
| Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems | Apr 2, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| Meta Policy Learning for Cold-Start Conversational Recommendation | May 24, 2022 | Conversational RecommendationMeta Reinforcement Learning | CodeCode Available | 0 |
| TREA: Tree-Structure Reasoning Schema for Conversational Recommendation | Jul 20, 2023 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 |
| Conversational Dueling Bandits in Generalized Linear Models | Jul 26, 2024 | Conversational RecommendationInformativeness | CodeCode Available | 0 |
| Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation | Dec 1, 2020 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 |
| "It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems | Sep 15, 2021 | Common Sense ReasoningConversational Recommendation | CodeCode Available | 0 |
