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Recommender Systems

1012 directly classified papers

Papers per year

Papers

Detecting Abrupt Changes in Sequential Pairwise Comparison Data NIPS 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review JMLR 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022
Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities AAAI 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
Towards Resolving Propensity Contradiction in Offline Recommender Learning IJCAI 2022
ADFF: Attention Based Deep Feature Fusion Approach for Music Emotion Recognition INTERSPEECH 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Estimating and Penalizing Induced Preference Shifts in Recommender Systems ICML 2022
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022
Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022
Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022
Linear Bandit Algorithms with Sublinear Time Complexity ICML 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
It's Time for Artistic Correspondence in Music and Video CVPR 2022
“Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022
Argument Mining for Review Helpfulness Prediction EMNLP 2022