LingPipe NLP Toolkit

A LingPipe NLP Toolkit is a Java-based NLP toolkit.

• AKA: LingPipe.
• Context:
  • Is developed by Alias-i Inc., since 2003?
  • It can be used to create an LingPipe-based NLP System, such as a LingPipe-based pProtein NER system.
  • It can be composed of:
    • a LingPipe Tokenization System.
    • a LingPipe POS System.
    • a LingPipe NER System.
    • a LingPipe WSD System.
• Example(s):
  • LingPipe v4.1.0.
  • …
• Counter-Example(s):
  • Apache OpenNLP Software Package.
  • MALLET Software Package.
  • NLTK NLP Toolkit.
• See: Named Entity Recognition System.

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References

2011

• http://alias-i.com/lingpipe/
  • LingPipe is tool kit for processing text using computational linguistics. LingPipe is used to do tasks like:
    • Find the names of people, organizations or locations in news
    • Automatically classify Twitter search results into categories
    • Suggest correct spellings of queries
  • … LingPipe's architecture is designed to be efficient, scalable, reusable, and robust. Highlights include:
    • Java API with source code and unit tests;
    • multi-lingual, multi-domain, multi-genre models;
    • training with new data for new tasks;
    • n-best output with statistical confidence estimates;
    • online training (learn-a-little, tag-a-little);
    • thread-safe models and decoders for concurrent-read exclusive-write (CREW) synchronization; and
    • character encoding-sensitive I/O.

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