G2 Vendor Directory

openNLP vs. NLTK

A side-by-side comparison based on G2 review data.

MetricopenNLP

by The Apache Software Foundation

NLTK

by NLTK Project

Overall rating4.04.4
Review count1148
Ease of use8.68.9
Ease of setup7.19.1
Quality of support7.58.4
Meets requirements8.68.2
NPS18.18181852.173913
Small Business63.6%52.1%
Mid-Market18.2%18.8%
Enterprise18.2%29.2%
Total page views1850
Total LLM citations2121

openNLP

Apache OpenNLP library is a machine learning based toolkit for the processing of natural language text that supports the common NLP tasks, such as tokenization, sentence segmentation, part-of-speech tagging, named entity extraction, chunking, parsing, and coreference resolution these tasks are usually required to build more advanced text processing services and includes maximum entropy and perceptron based machine learning.

Pros

    NLTK

    NLTK is a platform for building Python programs to work with human language data that provides interfaces to corpora and lexical resources such as WordNet, along with a suite of text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, wrappers for industrial-strength NLP libraries, and an active discussion forum.

    Pros