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NLTK VS Microsoft Linguistic Analysis API

Compare NLTK VS Microsoft Linguistic Analysis API and see what are their differences

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NLTK logo NLTK

NLTK is a platform for building Python programs to work with human language data.

Microsoft Linguistic Analysis API logo Microsoft Linguistic Analysis API

Windows SDK for the Microsoft Linguistic Analysis API, part of Cognitive Services - microsoft/Cognitive-LinguisticAnalysis-Windows
  • NLTK Landing page
    Landing page //
    2023-01-25
  • Microsoft Linguistic Analysis API Landing page
    Landing page //
    2023-10-05

NLTK features and specs

  • Comprehensive Library
    NLTK offers a wide range of tools and resources for various NLP tasks, including tokenization, parsing, and semantic reasoning, making it a versatile library for text processing.
  • Educational Resource
    NLTK is well-documented and includes many tutorials and examples, which makes it an excellent tool for learning and teaching natural language processing.
  • Pre-trained Models
    NLTK provides access to several pre-trained models and corpora, saving users time and effort required for training from scratch.
  • Python Integration
    Being a Python library, NLTK easily integrates with other Python-based tools and libraries, allowing for smooth workflow integration.

Possible disadvantages of NLTK

  • Performance Limitations
    NLTK can be slower than other modern NLP libraries like spaCy when processing large datasets, making it less suitable for performance-critical applications.
  • Complexity for Beginners
    While NLTK is comprehensive, its extensive range of features and options may be overwhelming for beginners who are new to NLP.
  • Outdated in Some Areas
    As NLP has rapidly evolved, some parts of NLTK's offering are less up-to-date compared to newer libraries or methodologies in NLP.
  • Limited Neural Network Support
    NLTK primarily focuses on traditional NLP approaches and lacks built-in support for modern deep learning frameworks that are available in libraries like TensorFlow or PyTorch.

Microsoft Linguistic Analysis API features and specs

No features have been listed yet.

NLTK videos

+ Add

29 Python NLTK Text Classification Sentiment Analysis movie reviews

More videos:

  • Review - Tutorial 24: Sentiment Analysis of Amazon Reviews using NLTK VADER MODULE PYTHON with [SOURCE CODE]

Microsoft Linguistic Analysis API videos

No Microsoft Linguistic Analysis API videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to NLTK and Microsoft Linguistic Analysis API)

NLTK

Microsoft Linguistic Analysis API

Spreadsheets
83 83%
Spreadsheets
17% 17
NLP And Text Analytics
82 82%
NLP And Text Analytics
18% 18
Natural Language Processing
82 82%
Natural Language Processing
18% 18
Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0

User comments

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Social recommendations and mentions

Based on our record, NLTK seems to be more popular. It has been mentiond 3 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

NLTK mentions (3)

  • Just created an app to help me practice my Polish grammar. The passages are from classical literature available in the public domain. If you would like to try it, the link is in the comments.
    To give you some further inspiration, you might want to check out the NLTK (Natural Language Toolkit - https://www.nltk.org/ ). It is a huge collection of tools for language data processing in general. Source: about 2 years ago
  • Which not so well known Python packages do you like to use on a regular basis and why?
    I work mostly in the NLP space, so other libraries I like are spaCy, nltk, and pynlp lib. Source: almost 3 years ago
  • How to make/program an AI? Is it even possible?
    Learn some Python and play around with existing AI libraries. Go through things like nltk.org and some freecodecamp tutorials to get some hands-on knowledge. Follow this sub and watch the kinds of projects people are creating. Source: over 3 years ago

Microsoft Linguistic Analysis API mentions (0)

We have not tracked any mentions of Microsoft Linguistic Analysis API yet. Tracking of Microsoft Linguistic Analysis API recommendations started around Mar 2021.

What are some alternatives?

When comparing NLTK and Microsoft Linguistic Analysis API, you can also consider the following products

spaCy - spaCy is a library for advanced natural language processing in Python and Cython.

OpenNLP - Apache OpenNLP is a machine learning based toolkit for the processing of natural language text.

Amazon Comprehend - Discover insights and relationships in text

Microsoft Bing Spell Check API - Enhance your apps with the Bing Spell Check API from Microsoft Azure. The spell check API corrects spelling mistakes as users are typing.

Google Cloud Natural Language API - Natural language API using Google machine learning

FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.

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