conftrace_

recommender system

534 papers

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Also known as

RECSYS RS

Co-occurring keywords

collaborative filtering (300) recommendation system (294) large language model (13587) matrix factorization (529) representation learning (6206) graph neural network (3962) neural network (6616) attention mechanism (4001) user modeling (134) user preference (114)

Papers

SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025
LLMInit: A Free Lunch from Large Language Models for Selective Initialization of Recommendation EMNLP 2025
PersonaX: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence ACL 2025
PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025
iAgent: LLM Agent as a Shield between User and Recommender Systems ACL 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning NAACL 2025
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025
SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025
KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025
Generative Product Recommendations for Implicit Superlative Queries NAACL 2025
TablePilot: Recommending Human-Preferred Tabular Data Analysis with Large Language Models ACL 2025
Recommender Systems for Democracy: Toward Adversarial Robustness in Voting Advice Applications IJCAI 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract) AAAI 2025
CoVE: Compressed Vocabulary Expansion Makes Better LLM-based Recommender Systems ACL 2025
LEARN: Knowledge Adaptation from Large Language Model to Recommendation for Practical Industrial Application AAAI 2025
A Text-Based Recommender System that Leverages Explicit Affective State Preferences EMNLP 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
Alleviating Dual Biases in Recommendation (Student Abstract) AAAI 2025
Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in LLM-Based Recommender Systems EMNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
Decision-Aware Preference Modeling for Multi-Behavior Recommendation IJCAI 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning AACL 2025