| Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders | Oct 2, 2024 | Model SelectionNews Recommendation | CodeCode Available | 2 |
| MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation | Mar 26, 2024 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 2 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 |
| Generative News Recommendation | Mar 6, 2024 | ArticlesLanguage Modelling | CodeCode Available | 1 |
| NewsRecLib: A PyTorch-Lightning Library for Neural News Recommendation | Oct 2, 2023 | BenchmarkingNews Recommendation | CodeCode Available | 1 |
| LKPNR: LLM and KG for Personalized News Recommendation Framework | Aug 23, 2023 | ArticlesKnowledge Graphs | CodeCode Available | 1 |
| Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation | Jul 29, 2023 | News Recommendation | CodeCode Available | 1 |
| Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations | Jul 13, 2023 | ArticlesNews Recommendation | CodeCode Available | 1 |
| ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models | May 11, 2023 | NavigateNews Generation | CodeCode Available | 1 |
| Prompt Learning for News Recommendation | Apr 11, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Simplifying Content-Based Neural News Recommendation: On User Modeling and Training Objectives | Apr 6, 2023 | News Recommendation | CodeCode Available | 1 |
| DIGAT: Modeling News Recommendation with Dual-Graph Interaction | Oct 11, 2022 | Graph AttentionNews Recommendation | CodeCode Available | 1 |
| VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation | Oct 6, 2022 | News Recommendation | CodeCode Available | 1 |
| Improving Item Cold-start Recommendation via Model-agnostic Conditional Variational Autoencoder | May 27, 2022 | DecoderNews Recommendation | CodeCode Available | 1 |
| Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation | May 12, 2022 | ArticlesNews Recommendation | CodeCode Available | 1 |
| MINER: Multi-Interest Matching Network for News Recommendation | May 1, 2022 | News Recommendation | CodeCode Available | 1 |
| GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering | Apr 8, 2022 | Collaborative FilteringGPU | CodeCode Available | 1 |
| UA-FedRec: Untargeted Attack on Federated News Recommendation | Feb 14, 2022 | Federated LearningNews Recommendation | CodeCode Available | 1 |
| D-HAN: Dynamic News Recommendation with Hierarchical Attention Network | Dec 19, 2021 | News RecommendationSentence | CodeCode Available | 1 |
| Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation | Dec 2, 2021 | Knowledge DistillationNatural Language Understanding | CodeCode Available | 1 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Why Do We Click: Visual Impression-aware News Recommendation | Sep 26, 2021 | Decision MakingNews Recommendation | CodeCode Available | 1 |
| Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation | Sep 12, 2021 | Federated LearningNews Recommendation | CodeCode Available | 1 |
| Neural News Recommendation with Collaborative News Encoding and Structural User Encoding | Sep 2, 2021 | News RecommendationReading Comprehension | CodeCode Available | 1 |
| Fastformer: Additive Attention Can Be All You Need | Aug 20, 2021 | AllNews Recommendation | CodeCode Available | 1 |
| Empowering News Recommendation with Pre-trained Language Models | Apr 15, 2021 | ArticlesNatural Language Understanding | CodeCode Available | 1 |
| Less is More: Pre-train a Strong Text Encoder for Dense Retrieval Using a Weak Decoder | Feb 18, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Training Large-Scale News Recommenders with Pretrained Language Models in the Loop | Feb 18, 2021 | ArticlesNews Recommendation | CodeCode Available | 1 |
| Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions | Jul 25, 2020 | counterfactualNews Recommendation | CodeCode Available | 1 |
| Graph Neural News Recommendation with Unsupervised Preference Disentanglement | Jul 1, 2020 | DisentanglementNews Recommendation | CodeCode Available | 1 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 |
| Privacy-Preserving News Recommendation Model Learning | Mar 21, 2020 | ArticlesFederated Learning | CodeCode Available | 1 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 |
| RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems | Mar 9, 2018 | Click-Through Rate PredictionCollaborative Filtering | CodeCode Available | 1 |
| Wide & Deep Learning for Recommender Systems | Jun 24, 2016 | Click-Through Rate PredictionDeep Learning | CodeCode Available | 1 |
| IP2: Entity-Guided Interest Probing for Personalized News Recommendation | Jul 18, 2025 | News RecommendationRecommendation Systems | —Unverified | 0 |
| I'll believe it when I see it: Images increase misinformation sharing in Vision-Language Models | May 19, 2025 | MisinformationNews Recommendation | CodeCode Available | 0 |
| Enhancing News Recommendation with Hierarchical LLM Prompting | Apr 29, 2025 | ArticlesNews Recommendation | —Unverified | 0 |
| LLM-Generated Fake News Induces Truth Decay in News Ecosystem: A Case Study on Neural News Recommendation | Apr 28, 2025 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Personalized News Recommendation with Multi-granularity Candidate-aware User Modeling | Apr 19, 2025 | DiversityNews Recommendation | —Unverified | 0 |
| Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News | Feb 20, 2025 | ArticlesClassification | —Unverified | 0 |
| Enhancing Prediction Models with Reinforcement Learning | Nov 21, 2024 | News RecommendationPrediction | —Unverified | 0 |
| Rethinking negative sampling in content-based news recommendation | Nov 13, 2024 | ArticlesNews Recommendation | —Unverified | 0 |
| Personalized News Recommendation System via LLM Embedding and Co-Occurrence Patterns | Nov 9, 2024 | Contrastive LearningNews Recommendation | —Unverified | 0 |
| Transformers4NewsRec: A Transformer-based News Recommendation Framework | Oct 17, 2024 | Model SelectionNews Recommendation | —Unverified | 0 |
| EB-NeRD: A Large-Scale Dataset for News Recommendation | Oct 4, 2024 | ArticlesNews Recommendation | —Unverified | 0 |
| Cognitive Biases in Large Language Models for News Recommendation | Oct 3, 2024 | Data AugmentationMisinformation | —Unverified | 0 |
| RecSys Challenge 2024: Balancing Accuracy and Editorial Values in News Recommendations | Sep 30, 2024 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation | Sep 26, 2024 | Learning-To-RankNews Recommendation | —Unverified | 0 |
| Don't Click the Bait: Title Debiasing News Recommendation via Cross-Field Contrastive Learning | Aug 16, 2024 | Contrastive LearningNews Recommendation | —Unverified | 0 |
