| Conversational Dueling Bandits in Generalized Linear Models | Jul 26, 2024 | Conversational RecommendationInformativeness | CodeCode Available | 0 | 5 |
| Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors | Apr 4, 2024 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| Improving Conversational Recommendation Systems via Bias Analysis and Language-Model-Enhanced Data Augmentation | Oct 25, 2023 | Conversational RecommendationData Augmentation | CodeCode Available | 0 | 5 |
| Towards Retrieval-based Conversational Recommendation | Sep 6, 2021 | Conversational RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational Recommendation | Nov 16, 2024 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 | 5 |
| SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search | Oct 12, 2024 | Conversational RecommendationConversational Search | CodeCode Available | 0 | 5 |
| TREA: Tree-Structure Reasoning Schema for Conversational Recommendation | Jul 20, 2023 | Conversational RecommendationKnowledge Graphs | CodeCode Available | 0 | 5 |
| A Bayesian Approach to Conversational Recommendation Systems | Feb 12, 2020 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Minimalist and High-performance Conversational Recommendation with Uncertainty Estimation for User Preference | Jun 29, 2022 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Minimally Supervised Hierarchical Domain Intent Learning for CRS | May 4, 2025 | ClusteringConversational Recommendation | —Unverified | 0 | 0 |
| MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations | May 28, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Multi-Task End-to-End Training Improves Conversational Recommendation | Oct 16, 2021 | Conversational RecommendationDialogue Generation | —Unverified | 0 | 0 |
| Multi-Task End-to-End Training Improves Conversational Recommendation | May 8, 2023 | Conversational RecommendationDialogue Management | —Unverified | 0 | 0 |
| OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation | Nov 28, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| On Estimating the Training Cost of Conversational Recommendation Systems | Nov 10, 2020 | Conversational RecommendationKnowledge Distillation | —Unverified | 0 | 0 |
| REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives | Mar 14, 2025 | Conversational Recommendation | —Unverified | 0 | 0 |
| Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation | May 20, 2024 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User | Apr 29, 2025 | AttributeConversational Recommendation | —Unverified | 0 | 0 |
| Self-Supervised Bot Play for Conversational Recommendation with Justifications | Dec 9, 2021 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Self-Supervised Bot Play for Transcript-Free Conversational Recommendation with Justification | Jan 16, 2022 | Conversational RecommendationRecommendation Systems | —Unverified | 0 | 0 |
| Self-supervised clarification question generation for ambiguous multi-turn conversation | Dec 17, 2021 | Conversational RecommendationQuestion Generation | —Unverified | 0 | 0 |
| Self-Updatable Large Language Models with Parameter Integration | Oct 1, 2024 | Continual LearningConversational Recommendation | —Unverified | 0 | 0 |
| STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling | Dec 21, 2024 | Conversational RecommendationDialogue Generation | —Unverified | 0 | 0 |
| TALKPLAY: Multimodal Music Recommendation with Large Language Models | Feb 19, 2025 | Conversational RecommendationInstruction Following | —Unverified | 0 | 0 |
| Toward Knowledge-Enriched Conversational Recommendation Systems | May 1, 2022 | Conversational RecommendationKnowledge Graphs | —Unverified | 0 | 0 |