Search Results for author: David Lin

Found 3 papers, 1 papers with code

Solving Cold-Start Problem in Large-scale Recommendation Engines: A Deep Learning Approach

no code implementations16 Nov 2016 Jianbo Yuan, Walid Shalaby, Mohammed Korayem, David Lin, Khalifeh Aljadda, Jiebo Luo

One of the most important features of the proposed technique is the fact that it can be applied on top of any existing CF based recommendation engine without changing the CF core.

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A Data-Driven Approach for Semantic Role Labeling from Induced Grammar Structures in Language

no code implementations20 Jun 2016 Vivek Datla, David Lin, Max Louwerse, Abhinav Vishnu

Specifically we develop a modified-ADIOS algorithm based on ADIOS Solan et al. (2005) to learn grammar structures, and use these grammar structures to learn the rules for identifying the semantic roles based on the context in which the grammar structures appeared.

Position Semantic Role Labeling

Feature-Weighted Linear Stacking

3 code implementations3 Nov 2009 Joseph Sill, Gabor Takacs, Lester Mackey, David Lin

Ensemble methods, such as stacking, are designed to boost predictive accuracy by blending the predictions of multiple machine learning models.

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