| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 |
| INSPIRED2: An Improved Dataset for Sociable Conversational Recommendation | Aug 8, 2022 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 |
| Bundle MCR: Towards Conversational Bundle Recommendation | Jul 26, 2022 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information | Jul 1, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference | Jun 29, 2022 | AttributeConversational Recommendation | —Unverified | 0 |
| E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service | Jun 1, 2022 | Conversational RecommendationDialogue Management | —Unverified | 0 |
| Meta Policy Learning for Cold-Start Conversational Recommendation | May 24, 2022 | Conversational RecommendationMeta Reinforcement Learning | CodeCode Available | 0 |
| M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems | May 17, 2022 | Computational EfficiencyConversational Recommendation | —Unverified | 0 |
| Toward Knowledge-Enriched Conversational Recommendation Systems | May 1, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| Understanding User Satisfaction with Task-oriented Dialogue Systems | Apr 26, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | —Unverified | 0 |
| User-Centric Conversational Recommendation with Multi-Aspect User Modeling | Apr 20, 2022 | Conversational RecommendationDialogue Generation | CodeCode Available | 1 |
| Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems | Apr 2, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation Systems | Mar 27, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Conversational Recommendation: A Grand AI Challenge | Mar 17, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems | Feb 22, 2022 | Conversational RecommendationRecommendation Systems | CodeCode Available | 2 |
| Conversational Information Seeking | Jan 21, 2022 | Conversational Question AnsweringConversational Recommendation | —Unverified | 0 |
| Unintended Bias in Language Model-driven Conversational Recommendation | Jan 17, 2022 | Conversational RecommendationLanguage Modeling | —Unverified | 0 |
| Self-Supervised Bot Play for Transcript-Free Conversational Recommendation with Justification | Jan 16, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information | Jan 16, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| Towards Policy-Guided Conversational Recommendation with Dialogue Acts | Jan 16, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation | Dec 22, 2021 | AttributeConversational Recommendation | CodeCode Available | 1 |
| Self-supervised clarification question generation for ambiguous multi-turn conversation | Dec 17, 2021 | Conversational RecommendationQuestion Generation | —Unverified | 0 |
| Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information | Dec 15, 2021 | Conversational RecommendationLanguage Modeling | CodeCode Available | 1 |
| Self-Supervised Bot Play for Conversational Recommendation with Justifications | Dec 9, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
