Graphmax for Text Generation

no code implementations • 1 Jan 2021 • Liu Bin, Yin Guosheng

The traditional softmax function is regularized with a graph total variation (GTV) term, which incorporates the local knowledge into the LM and encourages the model to consider the statistical relationships between words in a scene-specific corpus.

Language Modelling Large Language Model +2

iTrace: An Implicit Trust Inference Method for Trust-aware Collaborative Filtering

no code implementations • 15 Aug 2017 • He Xu, Liu Bin, Chen Ke-Jia

The growth of Internet commerce has stimulated the use of collaborative filtering (CF) algorithms as recommender systems.

Collaborative Filtering Recommendation Systems

Structural Analysis of User Choices for Mobile App Recommendation

no code implementations • 25 May 2016 • Liu Bin, Wu Yao, Gong Neil Zhenqiang, Wu Junjie, Xiong Hui, Ester Martin

While there are a variety of approaches for mobile app recommendations, these approaches do not have a focus on dealing with these opportunities and challenges.