| Towards Multi-Subsession Conversational Recommendation | Oct 20, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Towards Policy-Guided Conversational Recommendation with Dialogue Acts | Jan 16, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Understanding User Satisfaction with Task-oriented Dialogue Systems | Apr 26, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | —Unverified | 0 | 0 |
| U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation | May 5, 2023 | Conversational RecommendationDialogue Evaluation | —Unverified | 0 | 0 |
| Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning | May 20, 2021 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Unintended Bias in Language Model-driven Conversational Recommendation | Jan 17, 2022 | Conversational RecommendationLanguage Modeling | —Unverified | 0 | 0 |
| User Memory Reasoning for Conversational Recommendation | May 30, 2020 | Conversational Recommendation | —Unverified | 0 | 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 | 0 |
| MemInsight: Autonomous Memory Augmentation for LLM Agents | Mar 27, 2025 | Conversational RecommendationLanguage Modeling | —Unverified | 0 | 0 |
| A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation | May 1, 2020 | Conversational RecommendationInformation Retrieval | —Unverified | 0 | 0 |
| Advances and Challenges in Conversational Recommender Systems: A Survey | Jan 23, 2021 | Conversational RecommendationDialogue Understanding | —Unverified | 0 | 0 |
| Aligning Recommendation and Conversation via Dual Imitation | Nov 5, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| A Literature Review on Simulation in Conversational Recommender Systems | Jun 25, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era | Jul 14, 2024 | AllConversational Recommendation | —Unverified | 0 | 0 |
| A Multi-Agent Conversational Recommender System | Feb 2, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| A Survey of Document Grounded Dialogue Systems (DGDS) | Apr 17, 2020 | Conversational RecommendationGeneral Classification | —Unverified | 0 | 0 |
| A Survey on Conversational Recommender Systems | Apr 1, 2020 | ChatbotConversational Recommendation | —Unverified | 0 | 0 |
| AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets | Jun 16, 2023 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation Systems | Mar 27, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation | May 2, 2024 | Bayesian OptimizationConversational Recommendation | —Unverified | 0 | 0 |
| Beyond Retrieval: Generating Narratives in Conversational Recommender Systems | Oct 22, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation | Apr 24, 2025 | Conversational Recommendationcounterfactual | —Unverified | 0 | 0 |
| BI-REC: Guided Data Analysis for Conversational Business Intelligence | May 2, 2021 | Collaborative FilteringConversational Recommendation | —Unverified | 0 | 0 |
| Bridging Conversational and Collaborative Signals for Conversational Recommendation | Dec 9, 2024 | Collaborative FilteringConversational Recommendation | —Unverified | 0 | 0 |