| KECRS: Towards Knowledge-Enriched Conversational Recommendation System | May 18, 2021 | Conversational RecommendationEntity Embeddings | —Unverified | 0 |
| Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling | Dec 3, 2024 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| A Bayesian Approach to Conversational Recommendation Systems | Feb 12, 2020 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation | May 1, 2020 | Conversational RecommendationInformation Retrieval | —Unverified | 0 |
| Advances and Challenges in Conversational Recommender Systems: A Survey | Jan 23, 2021 | Conversational RecommendationDialogue Understanding | —Unverified | 0 |
| Aligning Recommendation and Conversation via Dual Imitation | Nov 5, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| A Literature Review on Simulation in Conversational Recommender Systems | Jun 25, 2025 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era | Jul 14, 2024 | AllConversational Recommendation | —Unverified | 0 |
| A Multi-Agent Conversational Recommender System | Feb 2, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| A Survey of Document Grounded Dialogue Systems (DGDS) | Apr 17, 2020 | Conversational RecommendationGeneral Classification | —Unverified | 0 |
| A Survey on Conversational Recommender Systems | Apr 1, 2020 | ChatbotConversational Recommendation | —Unverified | 0 |
| AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets | Jun 16, 2023 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation | Nov 16, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| BARCOR: Towards A Unified Framework for Conversational Recommendation Systems | Mar 27, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation | May 2, 2024 | Bayesian OptimizationConversational Recommendation | —Unverified | 0 |
| Beyond Retrieval: Generating Narratives in Conversational Recommender Systems | Oct 22, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation | Apr 24, 2025 | Conversational Recommendationcounterfactual | —Unverified | 0 |
| BI-REC: Guided Data Analysis for Conversational Business Intelligence | May 2, 2021 | Collaborative FilteringConversational Recommendation | —Unverified | 0 |
| Bridging Conversational and Collaborative Signals for Conversational Recommendation | Dec 9, 2024 | Collaborative FilteringConversational Recommendation | —Unverified | 0 |
| ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback | Jan 7, 2024 | Conversational RecommendationPrompt Engineering | —Unverified | 0 |
| Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences | Sep 1, 2019 | Conversational Recommendation | —Unverified | 0 |
| Conversational Information Seeking | Jan 21, 2022 | Conversational Question AnsweringConversational Recommendation | —Unverified | 0 |
| Conversational Recommendation: A Grand AI Challenge | Mar 17, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 |
| Conversational Recommendation as Retrieval: A Simple, Strong Baseline | May 23, 2023 | Conversational RecommendationData Augmentation | —Unverified | 0 |
| Conversational Recommendation System using NLP and Sentiment Analysis | May 17, 2025 | Conversational RecommendationDynamic Time Warping | —Unverified | 0 |