21 citations · 63 across the 8 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.CL2018★ 21 cited
Attending to Mathematical Language with Transformers
Artit Wangperawong
Mathematical expressions were generated, evaluated and used to train neural network models based on the transformer architecture. The expressions and their targets were analyzed as…
q-fin.PM2018★ 1 cited
A Collaborative Approach to Angel and Venture Capital Investment Recommendations
Xinyi Liu, Artit Wangperawong
Matrix factorization was used to generate investment recommendations for investors. An iterative conjugate gradient method was used to optimize the regularized squared-error loss f…
stat.ML2018★ 1 cited
Comparing heterogeneous entities using artificial neural networks of trainable weighted structural components and machine-learned activation functions
Artit Wangperawong, Kettip Kriangchaivech, Austin Lanari +2
To compare entities of differing types and structural components, the artificial neural network paradigm was used to cross-compare structural components between heterogeneous docum…