Lab sessions for NLP course
Lab Name | Colab Link | Solutions Colab Link |
---|---|---|
Lab 01. Pre-processing and word embeddings | Open | Open |
Lab 02. Text classification (Sentiment Analysis) | Open (Preprocessing) | Open |
Lab 03. Language Models | N-grams | Neural | N-grams | Neural |
Lab 04. Machine Translation with RNNs | Open | Open |
Lab 05. BERT for Hate Speech Detection | Open | Open |
Lab 06. Transformers for seq2seq | Translation | Summarization | GPT-2 | Translation | Summarization | GPT-2 |
Lab 07. POS tagging | Open | Open |
Lab 08. Parsing (pen and paper) | Open | Open |