Difference between revisions of "Natural Language Tools & Services"

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* [http://en.wikipedia.org/wiki/Outline_of_natural_language_processing#Natural_language_processing_tools NLP Tools | Wikipedia]  
 
* [http://en.wikipedia.org/wiki/Outline_of_natural_language_processing#Natural_language_processing_tools NLP Tools | Wikipedia]  
 
* [[Data Augmentation#Auto-tagging|Auto-tagging]]
 
* [[Data Augmentation#Auto-tagging|Auto-tagging]]
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* [http://venturebeat.com/2020/07/09/ai-researchers-create-testing-tool-to-find-bugs-in-nlp-from-amazon-google-and-microsoft/ AI researchers create testing tool to find bugs in NLP from Amazon, Google, and Microsoft | Khari Johnson - Venture Beat] ...[http://www.aclweb.org/anthology/2020.acl-main.442/ Beyond Accuracy: Behavioral Testing of NLP Models with CheckList | M. Ribeiro, T. Wu, C. Guestrin, and S. Singh]
 
* [http://github.com/THUNLP-MT Machine Translation reading list & open-source toolkits | Tsinghua Natural Language Processing Group]
 
* [http://github.com/THUNLP-MT Machine Translation reading list & open-source toolkits | Tsinghua Natural Language Processing Group]
 
* [http://www.lexalytics.com/lexablog/build-or-buy-natural-language-processing Build or Buy for Natural Language Processing? | Tim Mohler - Lexaytics]
 
* [http://www.lexalytics.com/lexablog/build-or-buy-natural-language-processing Build or Buy for Natural Language Processing? | Tim Mohler - Lexaytics]

Latest revision as of 08:30, 10 July 2020

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Text Labeling
  • Bella open tool aimed at simplifying and speeding up text data labeling. Usually, if a dataset was labeled in a CSV file or Google spreadsheets, specialists need to convert it to an appropriate format before model training. Bella’s features and simple interface make it a good substitution to spreadsheets and CSV files. A graphical user interface (GUI) and a database backend for managing labeled data are Bella’s main features.
  • Tagtog choose three approaches: annotate text manually, hire a team that will label data for them, or use machine learning models for automated annotation.
  • Dataturks provides training data preparation tools. Using its products, teams can perform such tasks as parts-of-speech tagging, named-entity recognition tagging, text classification, moderation, and summarization.
  • Brat rapid annotation tool] a web-based tool for text annotation; that is, for adding notes to existing text documents, designed in particular for structured annotation, where the notes are not freeform text but have a fixed form that can be automatically processed and interpreted by a computer.
  • Yedda a lightweight Collaborative Text Span Annotation Tool developed for annotating chunk/entity/event on text (almost all languages including English, Chinese), symbol and even emoji.