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Recommender Systems

313 directly classified papers

Papers per year

Papers

PENS: A Dataset and Generic Framework for Personalized News Headline Generation ACL 2021
Engage the Public: Poll Question Generation for Social Media Posts ACL 2021
Learning Self-Modulating Attention in Continuous Time Space with Applications to Sequential Recommendation ICML 2021
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021
A Reciprocal Embedding Framework For Modelling Mutual Preferences AAAI 2021
Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021
Learning Neural Templates for Recommender Dialogue System EMNLP 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation EMNLP 2021
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs EMNLP 2021
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation EMNLP 2021
Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021
Knowledge-Driven Distractor Generation for Cloze-Style Multiple Choice Questions AAAI 2021
U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021
Improving Synonym Recommendation Using Sentence Context EMNLP 2021
ClauseRec: A Clause Recommendation Framework for AI-aided Contract Authoring EMNLP 2021
Enhancing E-commerce Recommender System Adaptability with Online Deep Controllable Learning-To-Rank AAAI 2021
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market NIPS 2021
Skills2Job: A Recommender System that Encodes Job Offer Embeddings on Graph Databases (Student Abstract) AAAI 2021
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms NIPS 2021
Joint Incentive Optimization of Customer and Merchant in Mobile Payment Marketing AAAI 2021
Attention-over-Attention Field-Aware Factorization Machine AAAI 2020
Trading Personalization for Accuracy: Data Debugging in Collaborative Filtering NIPS 2020