| Neural News Recommendation with Multi-Head Self-Attention | Nov 1, 2019 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
| Graph Neural News Recommendation with Long-term and Short-term Interest Modeling | Oct 30, 2019 | ArticlesCollaborative Filtering | —Unverified | 0 |
| Trend-responsive User Segmentation Enabling Traceable Publishing Insights. A Case Study of a Real-world Large-scale News Recommendation System | Oct 28, 2019 | Diversityglobal-optimization | —Unverified | 0 |
| Online News Media Website Ranking Using User Generated Content | Oct 28, 2019 | DiversityNews Recommendation | —Unverified | 0 |
| KRED: Knowledge-Aware Document Representation for News Recommendations | Oct 25, 2019 | Articlesdocument understanding | CodeCode Available | 0 |
| Dan: Deep attention neural network for news recommendation | Jul 17, 2019 | Deep AttentionDiversity | CodeCode Available | 1 |
| NPA: Neural News Recommendation with Personalized Attention | Jul 12, 2019 | ArticlesInformativeness | —Unverified | 0 |
| Neural News Recommendation with Attentive Multi-View Learning | Jul 12, 2019 | MULTI-VIEW LEARNINGNews Recommendation | CodeCode Available | 0 |
| Neural News Recommendation with Long- and Short-term User Representations | Jul 1, 2019 | News Recommendation | CodeCode Available | 0 |
| Neural News Recommendation with Topic-Aware News Representation | Jul 1, 2019 | News RecommendationRepresentation Learning | —Unverified | 0 |
| Conversational Contextual Bandit: Algorithm and Application | Jun 4, 2019 | ArticlesNews Recommendation | —Unverified | 0 |
| NRPA: Neural Recommendation with Personalized Attention | May 29, 2019 | InformativenessNews Recommendation | CodeCode Available | 0 |
| Content based News Recommendation via Shortest Entity Distance over Knowledge Graphs | May 24, 2019 | ArticlesKnowledge Graphs | CodeCode Available | 0 |
| Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks | Apr 15, 2019 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
| Leveraging Deep Graph-Based Text Representation for Sentiment Polarity Applications | Feb 23, 2019 | BIG-bench Machine LearningDocument Classification | —Unverified | 0 |
| Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation | Jan 23, 2019 | Collaborative FilteringGraph Embedding | CodeCode Available | 0 |
| The Graph-Based Behavior-Aware Recommendation for Interactive News | Nov 30, 2018 | DiversityNews Recommendation | CodeCode Available | 0 |
| A Unified Neural Network Model for Geolocating Twitter Users | Oct 1, 2018 | Disaster ResponseNews Recommendation | —Unverified | 0 |
| CIMTDetect: A Community Infused Matrix-Tensor Coupled Factorization Based Method for Fake News Detection | Sep 14, 2018 | ArticlesFake News Detection | —Unverified | 0 |
| News Session-Based Recommendations using Deep Neural Networks | Jul 31, 2018 | ArticlesNews Recommendation | CodeCode Available | 0 |
| Faithfully Explaining Rankings in a News Recommender System | May 14, 2018 | News RecommendationRecommendation Systems | —Unverified | 0 |
| RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems | Mar 9, 2018 | Click-Through Rate PredictionCollaborative Filtering | CodeCode Available | 1 |
| DKN: Deep Knowledge-Aware Network for News Recommendation | Jan 25, 2018 | Click-Through Rate PredictionCommon Sense Reasoning | CodeCode Available | 0 |
| Interactive Submodular Bandit | Dec 1, 2017 | Data SummarizationMovie Recommendation | —Unverified | 0 |
| Deletion-Robust Submodular Maximization: Data Summarization with "the Right to be Forgotten" | Aug 1, 2017 | Data SummarizationNews Recommendation | —Unverified | 0 |
| Towards Bursting Filter Bubble via Contextual Risks and Uncertainties | Jun 30, 2017 | ArticlesNews Recommendation | —Unverified | 0 |
| Joint Text Embedding for Personalized Content-based Recommendation | Jun 4, 2017 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Multi-Task Learning for Contextual Bandits | May 24, 2017 | Multi-Armed BanditsMulti-Task Learning | —Unverified | 0 |
| Provably Optimal Algorithms for Generalized Linear Contextual Bandits | Feb 28, 2017 | Multi-Armed BanditsNews Recommendation | —Unverified | 0 |
| Representation learning for very short texts using weighted word embedding aggregation | Jul 2, 2016 | Event DetectionNews Recommendation | CodeCode Available | 0 |
| Wide & Deep Learning for Recommender Systems | Jun 24, 2016 | Click-Through Rate PredictionDeep Learning | CodeCode Available | 1 |
| Streaming Algorithms for News and Scientific Literature Recommendation: Submodular Maximization with a d-Knapsack Constraint | Mar 17, 2016 | Combinatorial OptimizationNews Recommendation | —Unverified | 0 |
| Socially Driven News Recommendation | Jan 29, 2016 | News RecommendationRecommendation Systems | —Unverified | 0 |
| A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems | May 28, 2015 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
| Evaluation of Explore-Exploit Policies in Multi-result Ranking Systems | Apr 28, 2015 | News RecommendationThompson Sampling | —Unverified | 0 |
| Collaborative Filtering Bandits | Feb 11, 2015 | ClusteringCollaborative Filtering | —Unverified | 0 |
| Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques | May 14, 2014 | News RecommendationRecommendation Systems | —Unverified | 0 |
| Fast gradient descent for drifting least squares regression, with application to bandits | Jul 11, 2013 | News Recommendationregression | —Unverified | 0 |
| Concentration bounds for temporal difference learning with linear function approximation: The case of batch data and uniform sampling | Jun 11, 2013 | Multi-Armed BanditsNews Recommendation | —Unverified | 0 |
| Learning Policies for Contextual Submodular Prediction | May 11, 2013 | DiversityDocument Summarization | —Unverified | 0 |
| Personalized News Recommendation with Context Trees | Mar 4, 2013 | ArticlesNews Recommendation | —Unverified | 0 |
| Linear Submodular Bandits and their Application to Diversified Retrieval | Dec 1, 2011 | ArticlesInformation Retrieval | —Unverified | 0 |
| Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms | Mar 31, 2010 | News RecommendationRecommendation Systems | CodeCode Available | 0 |
