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Discuss and comment what NLP features we would like to see in Alpaca. #8

Open BethanyG opened 6 years ago

BethanyG commented 6 years ago

Communication

  1. Information Extraction and Identification (Named Entity Recognition)

    • IOB Tagging
    • IOB2 Tagging

  2. Grammar Systems/Parsing (Clustering and Mapping)

    • Generative methods of parsing
    • Context free grammars
    • Probabilistic Context free grammars
    • Left-most deviation
    • Logistic-inspired Modeling
    • Boosting

  3. Methods of Tagging and Stemming

    • Log-linear (maximum-entropy) taggers
    • Histories
    • Feature-vector representations
    • POS Tagging
    • Context Windows

  4. Inference

  5. Word2Vec

  6. GloVe

  7. Word Embeddings

BethanyG commented 6 years ago

Some possible resources: https://github.com/brianspiering/awesome-dl4nlp