Showing cs.CLShow all
2 papers · 1 filter
cs.CL2023
AutoWS: Automated Weak Supervision Framework for Text Classification
Abhinav Bohra, Huy Nguyen, Devashish Khatwani
Creating large, good quality labeled data has become one of the major bottlenecks for developing machine learning applications. Multiple techniques have been developed to either de…
cs.CL2022
Robust Product Classification with Instance-Dependent Noise
Huy Nguyen, Devashish Khatwani
Noisy labels in large E-commerce product data (i.e., product items are placed into incorrect categories) are a critical issue for product categorization task because they are unavo…