| Comprehensive dataset of user-submitted articles with ideological and extreme bias from Reddit | Aug 12, 2024 | ArticlesHoldout Set | CodeCode Available | 0 |
| GLoCIM: Global-view Long Chain Interest Modeling for news recommendation | Aug 1, 2024 | ArticlesNews Recommendation | —Unverified | 0 |
| Popular News Always Compete for the User's Attention! POPK: Mitigating Popularity Bias via a Temporal-Counterfactual | Jul 13, 2024 | Articlescounterfactual | —Unverified | 0 |
| Evaluating Ensemble Methods for News Recommender Systems | Jun 23, 2024 | ArticlesCollaborative Filtering | —Unverified | 0 |
| News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation | Jun 18, 2024 | Cross-Lingual TransferDomain Adaptation | CodeCode Available | 0 |
| CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework | Jun 18, 2024 | Movie RecommendationNews Recommendation | —Unverified | 0 |
| Asymptotically Optimal Regret for Black-Box Predict-then-Optimize | Jun 12, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| RICo: Reddit ideological communities | Jun 5, 2024 | ArticlesNews Classification | CodeCode Available | 0 |
| Posterior Sampling via Autoregressive Generation | May 29, 2024 | ArticlesDecision Making | —Unverified | 0 |
| Time Matters: Enhancing Pre-trained News Recommendation Models with Robust User Dwell Time Injection | May 21, 2024 | News RecommendationReading Comprehension | —Unverified | 0 |
| News Recommendation with Category Description by a Large Language Model | May 13, 2024 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| General Item Representation Learning for Cold-start Content Recommendations | Apr 22, 2024 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Benchmarking News Recommendation in the Era of Green AI | Mar 7, 2024 | BenchmarkingGPU | —Unverified | 0 |
| News Recommendation with Attention Mechanism | Feb 12, 2024 | News Recommendation | —Unverified | 0 |
| RecPrompt: A Self-tuning Prompting Framework for News Recommendation Using Large Language Models | Dec 16, 2023 | News RecommendationPrompt Engineering | CodeCode Available | 0 |
| Exploring Fine-tuning ChatGPT for News Recommendation | Nov 10, 2023 | News RecommendationRecommendation Systems | —Unverified | 0 |
| A Novel Approach to Comprehending Users' Preferences for Accurate Personalized News Recommendation | Oct 13, 2023 | ArticlesDisentanglement | —Unverified | 0 |
| NeMig -- A Bilingual News Collection and Knowledge Graph about Migration | Sep 1, 2023 | ArticlesBenchmarking | CodeCode Available | 0 |
| Only Encode Once: Making Content-based News Recommender Greener | Aug 27, 2023 | News RecommendationRecommendation Systems | —Unverified | 0 |
| News Popularity Beyond the Click-Through-Rate for Personalized Recommendations | Jul 18, 2023 | ArticlesClick-Through Rate Prediction | —Unverified | 0 |
| A Preliminary Study of ChatGPT on News Recommendation: Personalization, Provider Fairness, Fake News | Jun 19, 2023 | ArticlesFairness | CodeCode Available | 0 |
| Topic-Centric Explanations for News Recommendation | Jun 13, 2023 | ArticlesExplainable Recommendation | CodeCode Available | 0 |
| The News Delivery Channel Recommendation Based on Granular Neural Network | May 30, 2023 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Simulating News Recommendation Ecosystem for Fun and Profit | May 23, 2023 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights | May 19, 2023 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| Local Life: Stay Informed Around You, A Scalable Geoparsing and Geotagging Approach to Serve Local News Worldwide | May 11, 2023 | ArticlesMisinformation | —Unverified | 0 |
| 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 |
| 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 |
| Scientific and Technological News Recommendation Based on Knowledge Graph with User Perception | Oct 7, 2022 | Collaborative FilteringNews Recommendation | —Unverified | 0 |
| 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 |
| MTRec: Multi-Task Learning over BERT for News Recommendation | May 1, 2022 | Multi-Task LearningNews Recommendation | CodeCode Available | 0 |
| PrivateRec: Differentially Private Training and Serving for Federated News Recommendation | Apr 18, 2022 | Federated LearningNews Recommendation | —Unverified | 0 |
| FUM: Fine-grained and Fast User Modeling for News Recommendation | Apr 10, 2022 | News Recommendation | —Unverified | 0 |
| ProFairRec: Provider Fairness-aware News Recommendation | Apr 10, 2022 | ArticlesFairness | CodeCode Available | 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 |
