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Challenges and Solutions

Challenges and Solutions

  • Mitigation strategies

Challenges​

  • Inaccurate classification of a message -> Label and assign all the messages in the initial stages and get feedback.
  • Performance Optimization: Balancing the demands of ml models and NLP processing with the need for real-time response.
  • Inaccurate translation leading to wrong medical answers -> MSEs will flag this and provide a feedback
  • Evaluation gets into an infinite regress: How do we evaluate the evaluation?

Risks​

(to be added)