conftrace_

news recommendation

55 papers

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Co-occurring keywords

user modeling (134) recommender system (534) attention mechanism (4001) user interest modeling (22) information retrieval (1514) representation learning (6206) pre-trained language model (1515) user embedding (39) collaborative filtering (300) user representation (33)

Papers

GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025
PPT: A Minor Language News Recommendation Model via Cross-Lingual Preference Pattern Transfer ACL 2025
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation EMNLP 2024
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation EMNLP 2024
LANCER: A Lifetime-Aware News Recommender System AAAI 2023
TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation EMNLP 2023
Generating User-Engaging News Headlines ACL 2023
NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation EMNLP 2023
PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023
Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022
Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback NAACL 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022
DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022
MINER: Multi-Interest Matching Network for News Recommendation ACL 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022
Accuracy meets Diversity in a News Recommender System COLING 2022
Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ACL 2022
DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022
User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity IJCNLP 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation IJCNLP 2021
Are we human, or are we users? The role of natural language processing in human-centric news recommenders that nudge users to diverse content IJCNLP 2021
TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation EACL 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity ACL 2021