RoboText Classifier

  • Tech Stack: Python, Tensorflow, RoBERTa, VADER lexicon, NLTK
  • Github URL: Project Link

Built a text classification model using RoBERTa and NLTK on a 500k-row dataset. Enhanced performance with dynamic masking, sentence packing, byte-level BPE vocabulary, and larger batch sizes for efficient, accurate classification of diverse text