Introduction to components of human language interaction with machine. Captures : classification, information retrieval, sentiment analysis, dialog, machine translation etc.
| No. | Assignment | Description | Runtime | Accuracy | Score |
|---|---|---|---|---|---|
| 1 | Full Name Prediction | HW1 | <1s | 0.985 | 10 / 10 |
| 2 | Lookup Lemmatizer | HW2 | 1.7s | 1 | 20 / 20 |
| 3 | Navie Bayes | HW3 | 3.9s | Mean F1: 0.8825 | 9.99 / 10 |
| 4 | Perceptron | HW4 | 14.7s | Vanilla : 0.8531, Averaged: 0.8625 | 19.89 / 20 |
| 5 | HMM | HW5 | 7.6s | 0.9425, 0.9109 | 9.99/ 10 |