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Machine Learning and Deep Learning approach to IR - Contextual Embeddings - Clustering Documents

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IR-Phase2

Phase 2 of Modern Information Retrieval project course Machine Learning and Deep Learning approach to IR - Contextual Embeddings - Clustering Documents implemented with pytorch - scikit learn

  • implemented and evaluate naive bayes classifier from scratch ...
  • implemented nueral network classification with fasttext embedding ...
  • implemented a classifier with pretrained language models and fine-tuning it ...
  • implemented K-means clustering with bert embeddings of docs ...