Priya Ramanathan

Rate hallucination severity using calibrated examples.

Predict benchmark performance based on sample test results.

Analyze error patterns using example categorizations.

Classify user query intents with example-guided learning.

Score AI outputs for risk using example-based calibration.

Evaluate translation quality using reference examples.

Calibrate toxicity detection with labeled examples.

Train model to identify code issues using example reviews.

Grade model responses using example-based rubrics.

Test entity extraction accuracy using labeled examples.

Calibrate sentiment analysis with example-based scoring.

Evaluate model classification using labeled examples for guidance.