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09/28/2022
Multilingual Search with Subword TF-IDF
Multilingual search can be achieved with subword tokenization. The accur...
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09/09/2019
Question Generation by Transformers
A machine learning model was developed to automatically generate questio...
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09/08/2019
Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models
This study compares the effectiveness and robustness of multi-class cate...
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06/30/2019
Multi-Label Product Categorization Using Multi-Modal Fusion Models
In this study, we investigated multi-modal approaches using images, desc...
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12/05/2018
Attending to Mathematical Language with Transformers
Mathematical expressions were generated, evaluated and used to train neu...
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07/26/2018
A Collaborative Approach to Angel and Venture Capital Investment Recommendations
Matrix factorization was used to generate investment recommendations for...
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01/09/2018
Comparing heterogeneous entities using artificial neural networks of trainable weighted structural components and machine-learned activation functions
To compare entities of differing types and structural components, the ar...
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04/18/2016