Recommender Systems

Product Ranking for Revenue Maximization with Multiple Purchases NeurIPS 2022 QuoteR: A Benchmark of Quote Recommendation for Writing ACL 2022 Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022 SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022 Tile Networks: Learning Optimal Geometric Layout for Whole-page Recommendation AISTATS 2022 Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ACL 2022 Uplifting Bandits NeurIPS 2022 What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review NAACL 2022 A Reciprocal Embedding Framework For Modelling Mutual Preferences AAAI 2021 Asynchronous Stochastic Gradient Descent for Extreme-Scale Recommender Systems AAAI 2021 BCORLE(λ): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NeurIPS 2021 ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021 Contextual Recommendations and Low-Regret Cutting-Plane Algorithms NeurIPS 2021 CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021 DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021 Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021 Engage the Public: Poll Question Generation for Social Media Posts ACL 2021 Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021 HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021 Improving Synonym Recommendation Using Sentence Context EMNLP 2021 Interacting with Explanations through Critiquing IJCAI 2021 Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing AAAI 2021 Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions AAAI 2021 Learning Neural Templates for Recommender Dialogue System EMNLP 2021 Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021