https://github.com/raj-pulapakura/huggingface-nlp-tasks

Various NLP tasks such as Translation, Summarization, QA and Token Classification, built with HuggingFace
https://github.com/raj-pulapakura/huggingface-nlp-tasks

Last synced: 3 days ago
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Various NLP tasks such as Translation, Summarization, QA and Token Classification, built with HuggingFace

• Host: GitHub
• URL: https://github.com/raj-pulapakura/huggingface-nlp-tasks
• Owner: raj-pulapakura
• Created: 2024-01-21T15:36:53.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-01-21T15:42:13.000Z (12 months ago)
• Last Synced: 2024-11-10T00:29:49.400Z (2 months ago)
• Language: Jupyter Notebook
• Size: 501 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Had a great time following the [Hugging Face NLP Course](https://huggingface.co/learn/nlp-course/chapter1/1).

Topics covered:

- Causal Language Modeling i.e. Auto-Regressive Modeling (GPT)

- Extractive QA: Extracting answers from a context given a question

- Summarization: I think you can tell

- Token Classification: Classifying each token in a sentence

  - Named Entity Recognition: Identifying certain entities in a sentence, such as People, Locations, and Organizations

  - Part of Speech Tagging: Identifying the part of speech of each word in a sentence (e.g. verb, noun, adjective)

- Text Translation