FNLP: Quizzes
Quizzes are designed to test your understanding of the course content; doing this quiz does not contribute to your overall grade. Some questions require a text answer. You can ask for formative feedback on these from your tutor or on Piazza. Other questions are multiple choice or they require a numeric answer: you will get immediate feedback for these. Please don't attempt the quiz until you have acquainted yourself with the corresponding lectures and the required reading.
| No | Quiz Topic | Solutions |
| 1 | Why is NLP hard? (assesses topics covered in Lectures 1-3) | Please take the quiz here (via Learn) |
| 2 | Text Classification with Naive Bayes | Please take the quiz here (via Learn) |
| 3 | Text Classification with Logistic Regression | Please take the quiz here (via Learn) |
| 4 | Training Logistic Regression Classifiers | Please take the quiz here (via Learn) |
| 5 | Text Classification with FNNs | Please take the quiz here (via Learn) |
| 6 | Training FNNs | Please take the quiz here (via Learn) |
| 7 | Distributional Semantics | Please take the quiz here (via Learn) |
| 8 | Word Embeddings | Please take the quiz here (via Learn) |
| 9 | Ngram Language Models | Please take the quiz here (via Learn) |
| 10 | n-gram and Recurrent Language Models | Please take the quiz here (via Learn) |
| 11 | Conditional Language Modeling with Bidirectional RNNs and Attention | Please take the quiz here (via Learn) |
| 12 | Morphology, Tokenization, and Decoding | Please take the quiz here (via Learn) |
| 13 | Attention in Seq-to-Seq Models | Please take the quiz here (via Learn) |
| 14 | Evaluation for Text Generation; Tokenization | Please take the quiz here (via Learn0 |
| 15 | Transformers Part 1: Multiheaded Self-Attention | Please take the quiz here (via Learn) |
| 16 | Transformers Part 2: Architecture | Please take the quiz here (via Learn) |
| 17 | Transformers Part 3: Input and Output | Please take the quiz here (via Learn) |
| 18 | Transfer Learning: BERT | Please take the quiz here (via Learn) |
| 19 | GPT and In-context Learning | Please take the quiz here (via Learn) |
| 20 | Scaling Laws and Instruction Tuning | Please take the quiz here (via Learn) |
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