| Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation | Sep 12, 2021 | Federated LearningNews Recommendation | CodeCode Available | 1 |
| Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving | Sep 11, 2021 | News GenerationNews Recommendation | —Unverified | 0 |
| Generating Self-Contained and Summary-Centric Question Answer Pairs via Differentiable Reward Imitation Learning | Sep 10, 2021 | ArticlesImitation Learning | CodeCode Available | 0 |
| Neural News Recommendation with Collaborative News Encoding and Structural User Encoding | Sep 2, 2021 | News RecommendationReading Comprehension | CodeCode Available | 1 |
| Event Prominence Extraction Combining a Knowledge-Based Syntactic Parser and a BERT Classifier for Dutch | Sep 1, 2021 | ArticlesDiversity | —Unverified | 0 |
| Fastformer: Additive Attention Can Be All You Need | Aug 20, 2021 | AllNews Recommendation | CodeCode Available | 1 |
| Is News Recommendation a Sequential Recommendation Task? | Aug 20, 2021 | DiversityNews Recommendation | —Unverified | 0 |
| UNBERT: User-News Matching BERT for News Recommendation | Aug 19, 2021 | News Recommendation | CodeCode Available | 0 |
| Are we human, or are we users? The role of natural language processing in human-centric news recommenders that nudge users to diverse content | Aug 1, 2021 | ArticlesDiversity | —Unverified | 0 |
| WG4Rec: Modeling Textual Content with Word Graph for News Recommendation | Jun 19, 2021 | News RecommendationWord Embeddings | CodeCode Available | 0 |
| Personalized News Recommendation: Methods and Challenges | Jun 16, 2021 | News RecommendationRecommendation Systems | —Unverified | 0 |
| DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning | Jun 11, 2021 | News RecommendationPosition | —Unverified | 0 |
| HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation | Jun 8, 2021 | News Recommendation | —Unverified | 0 |
| PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity | Jun 2, 2021 | DiversityNews Recommendation | —Unverified | 0 |
| Personalized News Recommendation with Knowledge-aware Interactive Matching | Apr 20, 2021 | Knowledge GraphsNews Recommendation | CodeCode Available | 0 |
| DebiasedRec: Bias-aware User Modeling and Click Prediction for Personalized News Recommendation | Apr 15, 2021 | ArticlesNews Recommendation | —Unverified | 0 |
| MM-Rec: Multimodal News Recommendation | Apr 15, 2021 | News Recommendationobject-detection | CodeCode Available | 0 |
| Empowering News Recommendation with Pre-trained Language Models | Apr 15, 2021 | ArticlesNatural Language Understanding | CodeCode Available | 1 |
| Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation | Apr 15, 2021 | News RecommendationRecommendation Systems | —Unverified | 0 |
| No NLP Task Should be an Island: Multi-disciplinarity for Diversity in News Recommender Systems | Apr 1, 2021 | DiversityEthics | —Unverified | 0 |
| Implementing Evaluation Metrics Based on Theories of Democracy in News Comment Recommendation (Hackathon Report) | Apr 1, 2021 | DiversityNews Recommendation | —Unverified | 0 |
| A News Recommender System Considering Temporal Dynamics and Diversity | Mar 23, 2021 | DiversityNews Recommendation | —Unverified | 0 |
| Training Large-Scale News Recommenders with Pretrained Language Models in the Loop | Feb 18, 2021 | ArticlesNews Recommendation | 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 |
| NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application | Feb 9, 2021 | ArticlesKnowledge Distillation | —Unverified | 0 |
| FeedRec: News Feed Recommendation with Various User Feedbacks | Feb 9, 2021 | News Recommendation | —Unverified | 0 |
| Diversification in Session-based News Recommender Systems | Feb 5, 2021 | Collaborative FilteringDiversity | CodeCode Available | 0 |
| Neural News Recommendation with Negative Feedback | Jan 12, 2021 | News Recommendation | —Unverified | 0 |
| TrNews: Heterogeneous User-Interest Transfer Learning for News Recommendation | Jan 12, 2021 | Cross-corpusNews Recommendation | —Unverified | 0 |
| Fighting Filterbubbles with Adversarial BERT-Training for News-Recommendation | Jan 1, 2021 | ArticlesNews Recommendation | —Unverified | 0 |
| Research Progress of News Recommendation Methods | Dec 4, 2020 | Collaborative FilteringKnowledge Graphs | —Unverified | 0 |
| SentiRec: Sentiment Diversity-aware Neural News Recommendation | Dec 1, 2020 | DiversityNews Recommendation | —Unverified | 0 |
| News Recommender System: A review of recent progress, challenges, and opportunities | Sep 10, 2020 | ArticlesNews Recommendation | —Unverified | 0 |
| 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 |
| MIND: A Large-scale Dataset for News Recommendation | Jul 1, 2020 | ArticlesNews Recommendation | CodeCode Available | 0 |
| Fine-grained Interest Matching for Neural News Recommendation | Jul 1, 2020 | News Recommendation | —Unverified | 0 |
| FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning | Jun 30, 2020 | AttributeFairness | —Unverified | 0 |
| Hybrid Session-based News Recommendation using Recurrent Neural Networks | Jun 22, 2020 | ArticlesNews Recommendation | —Unverified | 0 |
| Fake News Detection via Knowledge-driven Multimodal Graph Convolutional Networks | Jun 8, 2020 | Fake News DetectionNews Recommendation | —Unverified | 0 |
| Would You Like to Hear the News? Investigating Voice-BasedSuggestions for Conversational News Recommendation | Jun 2, 2020 | News RecommendationOpen-Ended Question Answering | —Unverified | 0 |
| Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching | Apr 26, 2020 | ClusteringForm | CodeCode Available | 0 |
| Beyond Optimizing for Clicks: Incorporating Editorial Values in News Recommendation | Apr 21, 2020 | ArticlesDiversity | —Unverified | 0 |
| GIANT: Scalable Creation of a Web-scale Ontology | Apr 5, 2020 | Graph Neural NetworkNews Recommendation | CodeCode Available | 1 |
| Graph Enhanced Representation Learning for News Recommendation | Mar 31, 2020 | Graph AttentionNews Recommendation | —Unverified | 0 |
| Privacy-Preserving News Recommendation Model Learning | Mar 21, 2020 | ArticlesFederated Learning | CodeCode Available | 1 |
| Ranking news feed updates on social media: A comparative study of supervised models | Jan 1, 2020 | Ensemble LearningNews Recommendation | CodeCode Available | 0 |
| CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] | Dec 29, 2019 | ArticlesNews Recommendation | CodeCode Available | 0 |
| Neural News Recommendation with Heterogeneous User Behavior | Nov 1, 2019 | MULTI-VIEW LEARNINGNews Recommendation | —Unverified | 0 |
| News2vec: News Network Embedding with Subnode Information | Nov 1, 2019 | Dimensionality ReductionNetwork Embedding | —Unverified | 0 |
