https://github.com/soumyajit4419/advance-nlp-text_mining

Natural Launguage Processing ,Text-Mining ,Natural Launguage Understanding
https://github.com/soumyajit4419/advance-nlp-text_mining

cosine-similarity keras name-entity-recognition natural-language-processing pytorch semantic-textual-similarity tensoflow text-summarization topic-modeling

Last synced: 29 days ago
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Natural Launguage Processing ,Text-Mining ,Natural Launguage Understanding

• Host: GitHub
• URL: https://github.com/soumyajit4419/advance-nlp-text_mining
• Owner: soumyajit4419
• Created: 2020-05-03T15:38:29.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2020-05-26T06:50:34.000Z (over 4 years ago)
• Last Synced: 2024-10-26T03:07:28.368Z (3 months ago)
• Topics: cosine-similarity, keras, name-entity-recognition, natural-language-processing, pytorch, semantic-textual-similarity, tensoflow, text-summarization, topic-modeling
• Language: Jupyter Notebook
• Homepage:
• Size: 6.16 MB
• Stars: 3
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        

## Natural Language Processing - Text Mining

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![NLP](./NLP.jpg)

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](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/Topic_Modeling)|

| | | | |

|`Document Similarity`|`Finding the similarity between documents`|`Semantic Text Similarity`, `Corpus Based Approach`|[Repository](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/%20Document_Similarity%20%5BCorpus%20Based%5D)|

| | | | |

|`Text Similarity`|`Finding the similarity between documents`|`Cosine Similarity`, `Embedding Based Approach`|[Repository](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/Document_Similarity%20%5BEmbedding_Based%5D)|

| | | | |

|`Abstractive Text Summarization`|`Summarization of large documents`|`Abstractive`, `T5`,`BART`,`Transfer Learning`|[Repository](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/Text_Summarization%20%5BAbstractive%5D)|

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|`Document Summarization`|`Summarization of large documents`|`Extractive Method`, `Tf-Idf`,`TextRank`|[Repository](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/Text_Summarization%20%5BExtractive%5D)|

| | | | |

|`Name Entity Recognition`|`Identifing Name Entity in documents`|`SpaCy`, `NLTK`|[Repository](https://github.com/soumyajit4419/Advance-NLP-Text_Mining/tree/master/Name_Entity_Recognition%20%5BMachine%20Learning%5D)|

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