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

Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation AAAI 2024
Sequential LLM Framework for Fashion Recommendation EMNLP 2024
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NIPS 2024
PepRec: Progressive Enhancement of Prompting for Recommendation EMNLP 2024
Interpolating Item and User Fairness in Multi-Sided Recommendations NIPS 2024
Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024
Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation EMNLP 2024
Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations AAAI 2024
I-AM-G: Interest Augmented Multimodal Generator for Item Personalization EMNLP 2024
RecomMind: Movie Recommendation Dialogue with Seeker’s Internal State EMNLP 2024
Influential Exemplar Replay for Incremental Learning in Recommender Systems AAAI 2024
UNEX-RL: Reinforcing Long-Term Rewards in Multi-Stage Recommender Systems with UNidirectional EXecution AAAI 2024
Distributional Off-Policy Evaluation for Slate Recommendations AAAI 2024
CREAD: A Classification-Restoration Framework with Error Adaptive Discretization for Watch Time Prediction in Video Recommender Systems AAAI 2024
Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation EMNLP 2024
Private Learning with Public Features AISTATS 2024
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024
CAGK: Collaborative Aspect Graph Enhanced Knowledge-based Recommendation COLING 2024
Towards a Unified Conversational Recommendation System: Multi-task Learning via Contextualized Knowledge Distillation EMNLP 2023
Embedding Mental Health Discourse for Community Recommendation ACL 2023
Fair Representation Learning for Recommendation: A Mutual Information Perspective AAAI 2023
Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning ACL 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023
LANCER: A Lifetime-Aware News Recommender System AAAI 2023