NLP

Implemented unigram and trigram probablistic language models and provided a detailed comparative analysis of the same based on perplexity score and qualitative analysis.

Implemented a sequence-to-sequence model to translate the text from one language to another. Compared the performance of various sampling strategies used for decoding text using BLEU score.