| ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback | Jan 7, 2024 | Conversational RecommendationPrompt Engineering | —Unverified | 0 | 0 |
| Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences | Sep 1, 2019 | Conversational Recommendation | —Unverified | 0 | 0 |
| Conversational Information Seeking | Jan 21, 2022 | Conversational Question AnsweringConversational Recommendation | —Unverified | 0 | 0 |
| Conversational Recommendation: A Grand AI Challenge | Mar 17, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Conversational Recommendation as Retrieval: A Simple, Strong Baseline | May 23, 2023 | Conversational RecommendationData Augmentation | —Unverified | 0 | 0 |
| Conversational Recommendation System using NLP and Sentiment Analysis | May 17, 2025 | Conversational RecommendationDynamic Time Warping | —Unverified | 0 | 0 |
| Conversational Recommendation System with Unsupervised Learning | Sep 22, 2016 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Conversational Recommendation: Theoretical Model and Complexity Analysis | Nov 10, 2021 | Conversational Recommendationmodel | —Unverified | 0 | 0 |
| COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce | Aug 21, 2020 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |
| CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation | Nov 14, 2023 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling | Oct 1, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Developing a Conversational Recommendation System for Navigating Limited Options | Apr 13, 2021 | Conversational RecommendationNavigate | —Unverified | 0 | 0 |
| Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service | Jun 1, 2022 | Conversational RecommendationDialogue Management | —Unverified | 0 | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 | 0 |
| Vague Preference Policy Learning for Conversational Recommendation | Jun 7, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Enhancing User Personalization in Conversational Recommenders | Feb 13, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent | Jun 17, 2025 | Conversational Recommendation | —Unverified | 0 | 0 |
| Explicit Knowledge Graph Reasoning for Conversational Recommendation | May 1, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 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 | 0 |
| Federated Conversational Recommender System | Mar 2, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models | Oct 14, 2021 | Conversational RecommendationDialogue Generation | —Unverified | 0 | 0 |
| Graph Retrieval-Augmented LLM for Conversational Recommendation Systems | Mar 9, 2025 | Conversational RecommendationIn-Context Learning | —Unverified | 0 | 0 |
| HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models | Apr 20, 2025 | Conversational RecommendationExplainable Recommendation | —Unverified | 0 | 0 |
| How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation | Mar 25, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation | May 23, 2024 | Conversational RecommendationMultiple-choice | —Unverified | 0 | 0 |
| Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph | Apr 30, 2021 | Click-Through Rate PredictionConversational Recommendation | —Unverified | 0 | 0 |
| Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information | Jan 16, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |
| Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information | Jul 1, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |
| Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation | Apr 11, 2023 | BenchmarkingConversational Recommendation | —Unverified | 0 | 0 |
| Interactive Path Reasoning on Graph for Conversational Recommendation | Jul 1, 2020 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Interrupt me Politely: Recommending Products and Services by Joining Human Conversation | Dec 1, 2020 | Conversational RecommendationDialogue Management | —Unverified | 0 | 0 |
| Item-Language Model for Conversational Recommendation | Jun 5, 2024 | Conversational RecommendationDialogue Understanding | —Unverified | 0 | 0 |
| KECRS: Towards Knowledge-Enriched Conversational Recommendation System | May 18, 2021 | Conversational RecommendationEntity Embeddings | —Unverified | 0 | 0 |
| Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling | Dec 3, 2024 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |
| Learning to Ask Appropriate Questions in Conversational Recommendation | May 11, 2021 | Conversational RecommendationQuestion Generation | —Unverified | 0 | 0 |
| Lending Interaction Wings to Recommender Systems with Conversational Agents | Oct 6, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Long Short-Term Planning for Conversational Recommendation Systems | Oct 23, 2023 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems | May 17, 2022 | Computational EfficiencyConversational Recommendation | —Unverified | 0 | 0 |
| MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender? | Apr 26, 2025 | Conversational RecommendationDiversity | —Unverified | 0 | 0 |