Search Results for author: Yuan Ye

Found 7 papers, 4 papers with code

Fast Latent Factor Analysis via a Fuzzy PID-Incorporated Stochastic Gradient Descent Algorithm

no code implementations7 Mar 2023 Li Jinli, Yuan Ye

However, such a model commonly encounters the problem of slow convergence because a standard SGD algorithm learns a latent factor relying on the stochastic gradient of current instance error only without considering past update information.

Computational Efficiency

Integrating Relation Constraints with Neural Relation Extractors

1 code implementation26 Nov 2019 Yuan Ye, Yansong Feng, Bingfeng Luo, Yuxuan Lai, Dongyan Zhao

However, such models often make predictions for each entity pair individually, thus often fail to solve the inconsistency among different predictions, which can be characterized by discrete relation constraints.

Relation Relation Extraction

Analysis of Bag-of-n-grams Representation's Properties Based on Textual Reconstruction

1 code implementation18 Sep 2018 Qi Huang, Zhanghao Chen, Zijie Lu, Yuan Ye

We then run prediction tasks (sen- tence length, word content, phrase content and word order) using the obtained representation to look into the specific type of information captured in the representation.

Sentence

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