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07/19/2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR Community
The research field of Information Retrieval (IR) has evolved significant...
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04/15/2023
Intent-aware Ranking Ensemble for Personalized Recommendation
Ranking ensemble is a critical component in real recommender systems. Wh...
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06/26/2022
Towards Representation Alignment and Uniformity in Collaborative Filtering
Collaborative filtering (CF) plays a critical role in the development of...
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04/05/2022
A Survey on Dropout Methods and Experimental Verification in Recommendation
Overfitting is a common problem in machine learning, which means the mod...
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06/11/2021
A Large-Scale Rich Context Query and Recommendation Dataset in Online Knowledge-Sharing
Data plays a vital role in machine learning studies. In the research of ...
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08/20/2020
Neural Logic Reasoning
Recent years have witnessed the success of deep neural networks in many ...
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03/09/2019