/huggingface-nlp-tasks

Various NLP tasks such as Translation, Summarization, QA and Token Classification, built with HuggingFace

Primary LanguageJupyter Notebook

Had a great time following the Hugging Face NLP Course.

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