| 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 |
