The study exercises of 2023-24, including the exercises to be handed-in as assignments.
TypeFilename DownSizeDate
nlp_exercises_part01_ngrams_spelling_correction.pdf
Study exercises for Part 1 (n-gram language models, context-aware spelling correction).
260.73 KB10/12/23
nlp_exercises_part02_text_classification_with_mostly_linear_models.pdf
Study exercises for Part 2 (text classification with mostly linear classifiers).
634.03 KB10/12/23
nlp_exercises_part03_text_classification_with_mlps.pdf
Study exercises for Part 3 (text classification with MLPs).
673.92 KB10/26/23
nlp_exercises_part04_nlp_with_rnns.pdf
Study exercises for Part 4 (NLP with RNNs).
288.03 KB11/7/23
nlp_exercises_part05_nlp_with_cnns.pdf
Study exercises for Part 5 (NLP with CNNs).
336.96 KB11/17/23
nlp_exercises_part06_nlp_with_transformers.pdf
Study exercises for Part 6 (NLP with Transformers).
303.86 KB11/29/23
nlp_exercises_part07_speech_recognition.pdf
Study exercises for Part 7 (speech recognition).
333.14 KB1/3/24