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Article
Which noise affects algorithm robustness for learning to rank
When applying learning to rank algorithms in real search applications, noise in human labeled training data becomes an inevitable problem which will affect the performance of the algorithms. Previous work main...
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Article
Modeling Temporal Dynamics of Users’ Purchase Behaviors for Next Basket Prediction
Next basket prediction attempts to provide sequential recommendations to users based on a sequence of the user’s previous purchases. Ideally, a good prediction model should be able to explore the personalized ...
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Chapter and Conference Paper
Unify the Usage of Lexicon in Chinese Named Entity Recognition
Lexicon plays a critical role in Chinese Named Entity Recognition (CNER). The major reason lies in that words in the lexicon, lexicon words for short, are highly related to entity mention boundaries. Most lexi...