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The CS 203 Week 4 Lab focuses on optimizing the labeling process for sentiment analysis of 100,000 movie reviews using various techniques such as Active Learning, Weak Supervision with Snorkel, and LLM-based labeling. Students will implement methods to handle noisy labels and compare the cost and quality of different labeling strategies. The lab includes practical coding exercises and the creation of synthetic datasets to facilitate learning.

Author

BALBIR PRASAD

Language

EN