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Conversational Recommendation

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Showing 1–50 of 140 papers

TitleStatusHype
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
LaViC: Adapting Large Vision-Language Models to Visually-Aware Conversational RecommendationCode1
Empowering Retrieval-based Conversational Recommendation with Contrasting User PreferencesCode1
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
Collaborative Retrieval for Large Language Model-based Conversational Recommender SystemsCode1
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
Self-Updatable Large Language Models with Parameter Integration—0
Conversational Dueling Bandits in Generalized Linear ModelsCode0
All Roads Lead to Rome: Unveiling the Trajectory of Recommender Systems Across the LLM Era—0
Item-Language Model for Conversational Recommendation—0
MobileConvRec: A Conversational Dataset for Mobile Apps Recommendations—0
Identifying Breakdowns in Conversational Recommender Systems using User SimulationCode0
Imagery as Inquiry: Exploring A Multimodal Dataset for Conversational Recommendation—0
Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation—0
A LLM-based Controllable, Scalable, Human-Involved User Simulator Framework for Conversational Recommender SystemsCode1
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation—0
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender SystemsCode2
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric FactorsCode0
How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation—0
Evaluating Large Language Models as Generative User Simulators for Conversational RecommendationCode0
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation DatasetCode0
IAI MovieBot 2.0: An Enhanced Research Platform with Trainable Neural Components and Transparent User ModelingCode0
RecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User InterfaceCode1
MACRec: a Multi-Agent Collaboration Framework for RecommendationCode2
A Multi-Agent Conversational Recommender System—0
What Else Would I Like? A User Simulator using Alternatives for Improved Evaluation of Fashion Conversational Recommendation Systems—0
ChatGPT for Conversational Recommendation: Refining Recommendations by Reprompting with Feedback—0
Dual-space Hierarchical Learning for Goal-guided Conversational RecommendationCode0
CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation—0
Chain-of-Choice Hierarchical Policy Learning for Conversational RecommendationCode1
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge DistillationCode0
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