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Recommender Systems

1012 directly classified papers

Papers per year

Papers

Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025
Human and LLM-Based Resume Matching: An Observational Study NAACL 2025
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation EMNLP 2025
Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite? EMNLP 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Personalized Federated Collaborative Filtering: A Variational AutoEncoder Approach AAAI 2025
Domain-Level Disentanglement Framework Based on Information Enhancement for Cross-Domain Cold-Start Recommendation AAAI 2025
Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025
Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025
Generating Financial News Articles from Factors of Stock Price Rise / Decline by LLMs COLING 2025
Multi-Modal Recommendation Unlearning for Legal, Licensing, and Modality Constraints AAAI 2025
RecStream: Graph-aware Stream Management for Concurrent Recommendation Model Online Serving COLING 2025
STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation AAAI 2025
Effects of Publicity and Complexity in Reader Polarization NAACL 2025
Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation AAAI 2025
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models NAACL 2025
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025
The POWER of Ikigai: Optimizing Life Fulfillment with an Integrated User Simulator and Adaptive Hobby Recommender AAAI 2025
Top-one Recommendation with Anonymous User Behaviors (Student Abstract) AAAI 2025
Flow Matching Based Sequential Recommender Model IJCAI 2025
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation ACL 2025
RecFlow: An Industrial Full Flow Recommendation Dataset ICLR 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation ACL 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025