This Repository is track of advance topics in Natural Language Processing (NLP),and Text Mining and implementing them form the basics.
I hope that you would enjoy while checking out those repositories and make changes into it.
| PROJECT | DESCRIPTION | TECHNOLOGY | REPO LINK |
|---|---|---|---|
Topic Modeling |
Finding different topics in a document. |
Latent Dirichlet Allocation |
Repository |
Document Similarity |
Finding the similarity between documents |
Semantic Text Similarity, Corpus Based Approach |
Repository |
Text Similarity |
Finding the similarity between documents |
Cosine Similarity, Embedding Based Approach |
Repository |
Abstractive Text Summarization |
Summarization of large documents |
Abstractive, T5,BART,Transfer Learning |
Repository |
Document Summarization |
Summarization of large documents |
Extractive Method, Tf-Idf,TextRank |
Repository |
Name Entity Recognition |
Identifing Name Entity in documents |
SpaCy, NLTK |
Repository |