conftrace_

cold-start problem

45 papers

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Co-occurring keywords

recommender system (534) recommendation system (294) collaborative filtering (300) matrix factorization (529) domain adaptation (4595) large language model (13587) neural network (6616) cross-domain recommendation (31) transfer learning (5449) few-shot learning (3398)

Papers

MFNP: A Meta-optimized Model for Few-shot Next POI Recommendation IJCAI 2021
PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity IJCNLP 2021
Towards Comprehensive Recommender Systems: Time-Aware Unified Recommendations Based on Listwise Ranking of Implicit Cross-Network Data AAAI 2020
Internal and Contextual Attention Network for Cold-start Multi-channel Matching in Recommendation IJCAI 2020
Building Personalized Simulator for Interactive Search IJCAI 2019
RecoNet: An Interpretable Neural Architecture for Recommender Systems IJCAI 2019
Hybrid Item-Item Recommendation via Semi-Parametric Embedding IJCAI 2019
Cold-Start Aware Deep Memory Network for Multi-Entity Aspect-Based Sentiment Analysis IJCAI 2019
HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation AAAI 2019
Benefits from Superposed Hawkes Processes AISTATS 2018
LRMM: Learning to Recommend with Missing Modalities EMNLP 2018
CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ACL 2018
An Attribute Enhanced Domain Adaptive Model for Cold-Start Spam Review Detection COLING 2018
Cold-Start Aware User and Product Attention for Sentiment Classification ACL 2018
Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness IJCAI 2017
Handling Cold-Start Problem in Review Spam Detection by Jointly Embedding Texts and Behaviors ACL 2017
A Meta-Learning Perspective on Cold-Start Recommendations for Items NIPS 2017
Basket-Sensitive Personalized Item Recommendation IJCAI 2017
SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation IJCAI 2017
Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014