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Conversational Recommendation

Papers

Showing 1–50 of 140 papers

TitleStatusHype
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender SystemsCode2
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AICode2
MACRec: a Multi-Agent Collaboration Framework for RecommendationCode2
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsCode2
Bundle MCR: Towards Conversational Bundle RecommendationCode1
Large Language Models as Zero-Shot Conversational RecommendersCode1
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated DistributionsCode1
Variational Reasoning over Incomplete Knowledge Graphs for Conversational RecommendationCode1
What does BERT know about books, movies and music? Probing BERT for Conversational RecommendationCode1
A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender SystemsCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language ModelsCode1
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational RecommendationCode1
Towards Conversational Recommendation over Multi-Type DialogsCode1
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
Improving Conversational Recommendation Systems via Counterfactual Data SimulationCode1
RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User InterfaceCode1
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start UsersCode1
Towards Topic-Guided Conversational Recommender SystemCode1
User-Centric Conversational Recommendation with Multi-Aspect User ModelingCode1
Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesCode1
Chain-of-Choice Hierarchical Policy Learning for Conversational RecommendationCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement LearningCode1
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
RevCore: Review-augmented Conversational RecommendationCode1
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational RecommendationCode1
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational RecommendationCode1
Conversational Recommendation as Retrieval: A Simple, Strong Baseline—0
Conversational Recommendation: A Grand AI Challenge—0
Conversational Information Seeking—0
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation—0
All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era—0
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models—0
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems—0
BARCOR: Towards A Unified Framework for Conversational Recommendation—0
Coached Conversational Preference Elicitation: A Case Study in Understanding Movie Preferences—0
ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback—0
Advances and Challenges in Conversational Recommender Systems: A Survey—0
Federated Conversational Recommender System—0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems—0
Vague Preference Policy Learning for Conversational Recommendation—0
EGCR: Explanation Generation for Conversational Recommendation—0
E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service—0
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets—0
A Literature Review on Simulation in Conversational Recommender Systems—0
A Survey on Conversational Recommender Systems—0
Enhancing User Personalization in Conversational Recommenders—0
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent—0
Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation—0
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