Natural Language Processing Lab

Name: Madhusudan Hasbe
TY AIML A

Assignments List

1. Sentiment Analysis on 'Sentiment140' Dataset:
   • Using Count Vectorizer and TFIDF Vectorizer with Logistic Regression, SVC, and Random Forest.
2. Sentiment Analysis on 'Sentiment140' Dataset:
   • Using single-layered and double-layered LSTM.
3. Machine Translation:
   • Translate from English to Hindi using a custom dataset.
4. Hindi Summarization:
   • Summarize 'Inshorts Dataset - Hindi News'.
5. Question Answering on 'COQA-Train' Dataset:
   • Using T5, DistilBERT, and GPT2 Models.