Links to AI NLP Projects

https://www.projectpro.io/article/artificial-intelligence-project-ideas/461

20 Artificial Intelligence Project Ideas for Beginners [2023]

Translator App

If you are interested in getting started in the field of Natural Language Processing, you should try building a translator app with the help of a transformer.

A transformer model extracts features from sentences and determines the importance of each word in a sentence. A transformer has an encoding and decoding component, both of which are trained end-to-end.

You can build your own AI translator app with a transformer. To do this, you can load a pre-trained transformer model into Python. Then, transform the text you want to translate into tokens and feed it into the pre-trained model.

You can use the GluonNLP library for this purpose. You can also load the train and test dataset for this AI project from this library.

Python Package: GluonNLP

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https://neptune.ai/blog/10-nlp-projects

10 NLP Projects to Boost Your Resume

Translate and summarize news

You can build a web app that translates news from Arabic to English and summarizes them, using great Python libraries like newspaper, transformers, and gradio.

Where:

• Newspaper3k (11.1k stars): scrape almost any news website
• HuggingFace Transformers (48k): use state-of-the-art natural language models
• Gradio (2.9k): build interactive web-based demos

Start Project Now → Useful Link

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