21 citations · 63 across the 8 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
stat.ML2019★ 3 cited
Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language Models
Xinyi Liu, Artit Wangperawong
This study compares the effectiveness and robustness of multi-class categorization of Amazon product data using transfer learning on pre-trained contextualized language models. Spe…
cs.CL2019★ 6 cited
Question Generation by Transformers
Kettip Kriangchaivech, Artit Wangperawong
A machine learning model was developed to automatically generate questions from Wikipedia passages using transformers, an attention-based model eschewing the paradigm of existing r…
cs.LG2019★ 11 cited
Multi-Label Product Categorization Using Multi-Modal Fusion Models
Pasawee Wirojwatanakul, Artit Wangperawong
In this study, we investigated multi-modal approaches using images, descriptions, and titles to categorize e-commerce products on Amazon. Specifically, we examined late fusion mode…