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Conversational Recommendation

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TitleStatusHype
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender SystemsCode2
MACRec: a Multi-Agent Collaboration Framework for RecommendationCode2
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AICode2
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender SystemsCode2
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational RecommendationCode1
Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesCode1
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender SystemsCode1
RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User InterfaceCode1
Chain-of-Choice Hierarchical Policy Learning for Conversational RecommendationCode1
Large Language Models as Zero-Shot Conversational RecommendersCode1
Improving Conversational Recommendation Systems via Counterfactual Data SimulationCode1
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language ModelsCode1
Towards Hierarchical Policy Learning for Conversational Recommendation with Hypergraph-based Reinforcement LearningCode1
Variational Reasoning over Incomplete Knowledge Graphs for Conversational RecommendationCode1
Bundle MCR: Towards Conversational Bundle RecommendationCode1
User-Centric Conversational Recommendation with Multi-Aspect User ModelingCode1
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational RecommendationCode1
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta InformationCode1
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational RecommendationCode1
MConv: An Environment for Multimodal Conversational Search across Multiple DomainsCode1
RevCore: Review-augmented Conversational RecommendationCode1
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated DistributionsCode1
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational RecommendationCode1
Towards Topic-Guided Conversational Recommender SystemCode1
What does BERT know about books, movies and music? Probing BERT for Conversational RecommendationCode1
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-Start UsersCode1
Towards Conversational Recommendation over Multi-Type DialogsCode1
A Literature Review on Simulation in Conversational Recommender Systems—0
Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent—0
Conversational Recommendation System using NLP and Sentiment Analysis—0
Minimally Supervised Hierarchical Domain Intent Learning for CRS—0
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User—0
MATCHA: Can Multi-Agent Collaboration Build a Trustworthy Conversational Recommender?—0
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation—0
HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models—0
Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models—0
MemInsight: Autonomous Memory Augmentation for LLM Agents—0
REGEN: A Dataset and Benchmarks with Natural Language Critiques and Narratives—0
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational RecommendationCode0
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems—0
Federated Conversational Recommender System—0
TALKPLAY: Multimodal Music Recommendation with Large Language Models—0
STAMPsy: Towards SpatioTemporal-Aware Mixed-Type Dialogues for Psychological Counseling—0
Bridging Conversational and Collaborative Signals for Conversational Recommendation—0
Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling—0
OMuleT: Orchestrating Multiple Tools for Practicable Conversational Recommendation—0
Unveiling User Preferences: A Knowledge Graph and LLM-Driven Approach for Conversational RecommendationCode0
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems—0
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree SearchCode0
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