Welcome to the Natural Language Processing Projects Repository! This repository contains projects focused on various aspects of Natural Language Processing (NLP). Each project explores a specific NLP task, providing implementations, resources, and insights into its application.
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Healthcare NLP:
- This folder contains projects related to the application of NLP in healthcare, including tasks such as clinical text analysis, medical document classification, and more.
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NLU (Natural Language Understanding):
- Explore projects centered around natural language understanding, covering tasks like sentiment analysis, text classification.
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Named Entity Recognition:
- Dive into projects focusing on named entity recognition (NER), a crucial task in NLP aimed at identifying and categorizing entities mentioned in text, such as names of people, organizations, locations, and more.
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Text Summarization:
- Discover projects dedicated to text summarization, where the goal is to condense large pieces of text into concise summaries while preserving the key information and meaning.
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Topic Modeling:
- Explore projects related to topic modeling, a technique used to discover abstract topics within a collection of documents. These projects may include implementations of algorithms like Latent Dirichlet Allocation (LDA) or Non-negative Matrix Factorization (NMF).
Contributions to this repository are welcome! Whether it's adding new projects, improving existing ones, or fixing bugs, your input is valuable in fostering a collaborative environment for learning and innovation in NLP. To contribute, simply fork this repository, make your changes, and submit a pull request. Make sure to follow the contribution guidelines outlined in the repository.
This repository is open-source and available under the MIT License. Feel free to use, modify, and distribute the code within this repository for educational and non-commercial purposes, respecting the terms of the license.....