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Project - Text Classification using unlabelled data and weak supervision using domain knowledge The objective is to build a supervised model with weakly labeled data. The model will consider domain information to improve the classification performance. In progress
Project - Class Overlap Remediation Improve the data quality with respect to class overlap metric by transforming the data into non overlap space. In progress
Project - Improving Generalizability of PBE system using RL Aim is to improve Generalisability of string transformation systems. In progress
Project - Class Imbalance Remediation by considering data quality angles Idea here is to automatically Sample the Imbalanced Data According to user’s end Goals (like Label purity/class overlap/etc) In progress