| PUNR: Pre-training with User Behavior Modeling for News Recommendation | Apr 25, 2023 | News RecommendationUnsupervised Pre-training | CodeCode Available | 0 |
| PerCoNet: News Recommendation with Explicit Persona and Contrastive Learning | Apr 17, 2023 | Contrastive LearningNews Recommendation | —Unverified | 0 |
| PBNR: Prompt-based News Recommender System | Apr 16, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| 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 |
| Item Cold Start Recommendation via Adversarial Variational Auto-encoder Warm-up | Feb 28, 2023 | News Recommendation | —Unverified | 0 |
| DOR: A Novel Dual-Observation-Based Approach for News Recommendation Systems | Feb 2, 2023 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Evolution of Filter Bubbles and Polarization in News Recommendation | Jan 26, 2023 | ArticlesNews Recommendation | —Unverified | 0 |
| What's happening in your neighborhood? A Weakly Supervised Approach to Detect Local News | Jan 15, 2023 | ArticlesNER | —Unverified | 0 |
| DIGAT: Modeling News Recommendation with Dual-Graph Interaction | Oct 11, 2022 | Graph AttentionNews Recommendation | CodeCode Available | 1 |
| Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception | Oct 7, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| VLSNR:Vision-Linguistics Coordination Time Sequence-aware News Recommendation | Oct 6, 2022 | News Recommendation | CodeCode Available | 1 |
| IGNiteR: News Recommendation in Microblogging Applications (Extended Version) | Oct 4, 2022 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation | Oct 1, 2022 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 0 |
| The Role of Bias in News Recommendation in the Perception of the Covid-19 Pandemic | Sep 15, 2022 | ArticlesDiversity | —Unverified | 0 |
| User recommendation system based on MIND dataset | Sep 6, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| Understanding the Relation of User and News Representations in Content-Based Neural News Recommendation | Jul 29, 2022 | News RecommendationRelation | —Unverified | 0 |
| Few-shot News Recommendation via Cross-lingual Transfer | Jul 28, 2022 | Cross-Lingual TransferNews Recommendation | CodeCode Available | 0 |
| Modeling Multi-interest News Sequence for News Recommendation | Jul 15, 2022 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Two-Stage Neural Contextual Bandits for Personalised News Recommendation | Jun 26, 2022 | Computational EfficiencyMulti-Armed Bandits | CodeCode Available | 0 |
| DCAN: Diversified News Recommendation with Coverage-Attentive Networks | Jun 2, 2022 | DiversityNews Recommendation | —Unverified | 0 |
| Don’t Burst Blindly: For a Better Use of Natural Language Processing to Fight Opinion Bubbles in News Recommendations | Jun 1, 2022 | DiversityNews Recommendation | —Unverified | 0 |
| 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 |
| MTRec: Multi-Task Learning over BERT for News Recommendation | May 1, 2022 | Multi-Task LearningNews Recommendation | CodeCode Available | 0 |
| MINER: Multi-Interest Matching Network for News Recommendation | May 1, 2022 | News Recommendation | CodeCode Available | 1 |
| PrivateRec: Differentially Private Training and Serving for Federated News Recommendation | Apr 18, 2022 | Federated LearningNews Recommendation | —Unverified | 0 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 0 |
| FUM: Fine-grained and Fast User Modeling for News Recommendation | Apr 10, 2022 | News Recommendation | —Unverified | 0 |
| News Recommendation with Candidate-aware User Modeling | Apr 10, 2022 | News Recommendation | —Unverified | 0 |
| Denoising Neural Network for News Recommendation with Positive and Negative Implicit Feedback | Apr 9, 2022 | DenoisingNews Recommendation | —Unverified | 0 |
| GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering | Apr 8, 2022 | Collaborative FilteringGPU | CodeCode Available | 1 |
| FairRank: Fairness-aware Single-tower Ranking Framework for News Recommendation | Apr 1, 2022 | AttributeFairness | —Unverified | 0 |
| End-to-end Learnable Diversity-aware News Recommendation | Apr 1, 2022 | DiversityNews Recommendation | —Unverified | 0 |
| Ranking Social Media News Feeds: A Comparative Study of Personalized and Non-personalized Prediction Models | Mar 12, 2022 | Feature ImportanceNews Recommendation | CodeCode Available | 0 |
| Targeted Data Poisoning Attack on News Recommendation System by Content Perturbation | Mar 4, 2022 | Data PoisoningNews Recommendation | —Unverified | 0 |
| Quality-aware News Recommendation | Feb 28, 2022 | News Recommendation | —Unverified | 0 |
| UA-FedRec: Untargeted Attack on Federated News Recommendation | Feb 14, 2022 | Federated LearningNews Recommendation | CodeCode Available | 1 |
| GateFormer: Speeding Up News Feed Recommendation with Input Gated Transformers | Jan 12, 2022 | ArticlesNews Recommendation | —Unverified | 0 |
| On the Overlooked Significance of Underutilized Contextual Features in Recent News Recommendation Models | Dec 29, 2021 | ArticlesDeep Learning | —Unverified | 0 |
| 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 |
| Neural News Recommendation with Event Extraction | Nov 9, 2021 | ArticlesEvent Extraction | —Unverified | 0 |
| Less is More: Pretrain a Strong Siamese Encoder for Dense Text Retrieval Using a Weak Decoder | Nov 1, 2021 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Content Filtering Enriched GNN Framework for News Recommendation | Oct 25, 2021 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| How to Effectively Identify and Communicate Person-Targeting Media Bias in Daily News Consumption? | Oct 18, 2021 | ArticlesNews Recommendation | —Unverified | 0 |
| Learning to Select Historical News Articles for Interaction based Neural News Recommendation | Oct 13, 2021 | ArticlesNews Recommendation | —Unverified | 0 |
| Aspect-driven User Preference and News Representation Learning for News Recommendation | Oct 12, 2021 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Why Do We Click: Visual Impression-aware News Recommendation | Sep 26, 2021 | Decision MakingNews Recommendation | CodeCode Available | 1 |
| Personalized News Recommendation with Candidate-aware User Modeling | Sep 17, 2021 | News Recommendation | —Unverified | 0 |
