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Reuters-21578 Corpus is a collection of documents consisting of news articles which appeared on Reuters newswire in 1987. The corpus is available in NLTK package in Python. Topic Modelling has been conducted on this Reuters-21578 corpus of news documents using Latent Dirichlet Allocation (LDA). The obtained topics have been visualized using prop…
This Introduction to Deep Learning course project is about topic classification on the Reuters corpus. Tecs: python - jupyter notebook - deep learning - pytorch - huggingface - transformer - BERT
This code is based on an unfinished paper of mine that uses a version of topological sorting and WordNet to perform extraction based summarization of a corpus.