| RevCore: Review-augmented Conversational Recommendation | Jun 2, 2021 | Conversational RecommendationDecoder | CodeCode Available | 1 |
| DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation | Sep 18, 2021 | Conversational Recommendation | CodeCode Available | 1 |
| LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational Recommendation | Mar 30, 2025 | Conversational RecommendationRecommendation Systems | CodeCode Available | 1 |
| Conversational Recommendation as Retrieval: A Simple, Strong Baseline | May 23, 2023 | Conversational RecommendationData Augmentation | —Unverified | 0 |
| Conversational Recommendation: A Grand AI Challenge | Mar 17, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Conversational Information Seeking | Jan 21, 2022 | Conversational Question AnsweringConversational Recommendation | —Unverified | 0 |
| Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation | May 2, 2024 | Bayesian OptimizationConversational Recommendation | —Unverified | 0 |
| All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era | Jul 14, 2024 | AllConversational Recommendation | —Unverified | 0 |
| RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models | Oct 14, 2021 | Conversational RecommendationDialogue Generation | —Unverified | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation Systems | Mar 27, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences | Sep 1, 2019 | Conversational Recommendation | —Unverified | 0 |
| ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback | Jan 7, 2024 | Conversational RecommendationPrompt Engineering | —Unverified | 0 |
| Advances and Challenges in Conversational Recommender Systems: A Survey | Jan 23, 2021 | Conversational RecommendationDialogue Understanding | —Unverified | 0 |
| Federated Conversational Recommender System | Mar 2, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Graph Retrieval-Augmented LLM for Conversational Recommendation Systems | Mar 9, 2025 | Conversational RecommendationIn-Context Learning | —Unverified | 0 |
| Vague Preference Policy Learning for Conversational Recommendation | Jun 7, 2023 | AttributeConversational Recommendation | —Unverified | 0 |
| EGCR: Explanation Generation for Conversational Recommendation | Aug 17, 2022 | Conversational RecommendationExplanation Generation | —Unverified | 0 |
| E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service | Jun 1, 2022 | Conversational RecommendationDialogue Management | —Unverified | 0 |
| AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets | Jun 16, 2023 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| A Literature Review on Simulation in Conversational Recommender Systems | Jun 25, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| A Survey on Conversational Recommender Systems | Apr 1, 2020 | ChatbotConversational Recommendation | —Unverified | 0 |
| Enhancing User Personalization in Conversational Recommenders | Feb 13, 2023 | AttributeConversational Recommendation | —Unverified | 0 |
| Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent | Jun 17, 2025 | Conversational Recommendation | —Unverified | 0 |
| Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
