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NLP.js VS OpenNLP

Compare NLP.js VS OpenNLP and see what are their differences

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NLP.js logo NLP.js

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more - axa-group/nlp.js

OpenNLP logo OpenNLP

Apache OpenNLP is a machine learning based toolkit for the processing of natural language text.
  • NLP.js Landing page
    Landing page //
    2023-08-02
  • OpenNLP Landing page
    Landing page //
    2021-06-05

NLP.js features and specs

No features have been listed yet.

OpenNLP features and specs

  • Open Source
    OpenNLP is an open-source project under the Apache License, which makes it free to use, modify, and distribute, fostering a collaborative and innovative environment.
  • Comprehensive NLP Tools
    It offers a wide range of natural language processing tools such as tokenization, sentence detection, part-of-speech tagging, named entity extraction, parsing, and more.
  • Java-based
    Being Java-based, OpenNLP integrates well with Java applications, providing a seamless option for Java developers to incorporate NLP capabilities into their projects.
  • Community Support
    As an Apache project, OpenNLP benefits from a robust community and contribution support, contributing to continuous improvement and updates.
  • Customizable
    OpenNLP allows users to train models on their own datasets, which provides flexibility to adapt to specific languages and domain-specific data.

Possible disadvantages of OpenNLP

  • Steep Learning Curve
    For beginners, getting started with OpenNLP can be challenging due to its dependency on understanding NLP concepts and Java programming.
  • Limited Language Support
    Compared to other advanced NLP libraries, OpenNLP has less extensive language support, which might be a limitation for non-English applications.
  • Performance Limitations
    While OpenNLP is suitable for many use cases, it may not perform as well as some newer or more specialized NLP tools for specific tasks.
  • Documentation Complexity
    Although comprehensive, the documentation can be complex and might require additional resources to fully understand all available features and configurations.
  • Java Dependency
    As it is Java-based, OpenNLP may not be the best choice for projects using other popular programming languages, without additional integration effort.

NLP.js videos

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OpenNLP videos

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Wes Caldwell - 'Shrinking the Haystack' using Apache Solr and OpenNLP

Category Popularity

0-100% (relative to NLP.js and OpenNLP)

NLP.js

OpenNLP

Spreadsheets
26 26%
Spreadsheets
74% 74
NLP And Text Analytics
20 20%
NLP And Text Analytics
80% 80
Natural Language Processing
20 20%
Natural Language Processing
80% 80
Developer Tools
100 100%
Developer Tools
0% 0

User comments

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Social recommendations and mentions

Based on our record, NLP.js seems to be more popular. It has been mentiond 8 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.

NLP.js mentions (8)

  • Natural Language Processing (NLP) in JavaScript (series 2)
    We'll use the "natural" NLP library; follow the previous session to understand how to set up your environment. - Source: dev.to / almost 2 years ago
  • Natural Language Processing (NLP) in JavaScript (series)
    Several NLP libraries are available, each offering distinct features and functionalities. One popular choice in the JavaScript ecosystem is the Natural Language Toolkit for JavaScript (NLP.js), which provides a wide range of NLP capabilities. - Source: dev.to / almost 2 years ago
  • [AskJS] Rate a string on how much sense it makes
    For a JS based approach you could try NLP libraries like this one: https://github.com/axa-group/nlp.js. Source: about 2 years ago
  • The full tech stack to run a chatbot — behind the scenes of an open source bot platform
    To determine which chatbot intent is the best match for the user textual input, we rely on nlp.js (in JS) though we are in the process of moving to our new Python NLP server for better optimization of the needs of eCommerce conversations. A preprocessor language model is also used to improve the chances of a matching. - Source: dev.to / almost 3 years ago
  • How to build your own chatbot NLP engine
    Probably not. In fact, in Xatkit we aim to be a chatbot orchestration platform exactly to avoid reinventing the wheel and the non-invented here syndrome. So, in most cases, other existing platform (like DialogFlow or nlp.js) will work just fine. But we have also realized that there are always some particularly tricky bots for which you really need to be able to customize your engine to the specific chatbot... - Source: dev.to / about 3 years ago
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OpenNLP mentions (0)

We have not tracked any mentions of OpenNLP yet. Tracking of OpenNLP recommendations started around Jun 2021.

What are some alternatives?

When comparing NLP.js and OpenNLP, you can also consider the following products

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

Amazon Comprehend - Discover insights and relationships in text

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

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

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

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.

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