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A Comprehensive and Easy-to-use NLP Toolkit (By Alibaba)
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What is EasyNLP?

It is an easy-to-use NLP development and application toolkit in PyTorch, first released inside Alibaba in 2021. It is built with scalable distributed training strategies and supports a comprehensive suite of NLP algorithms for various NLP applications.
EasyNLP is a tool in the NLP / Sentiment Analysis category of a tech stack.
EasyNLP is an open source tool with 1.8K GitHub stars and 226 GitHub forks. Here’s a link to EasyNLP's open source repository on GitHub

Who uses EasyNLP?


EasyNLP Integrations

EasyNLP's Features

  • Easy to use and highly customizable
  • Compatible with open-source libraries
  • Knowledge-injected pre-training
  • Landing large pre-trained models

EasyNLP Alternatives & Comparisons

What are some alternatives to EasyNLP?
It is a library for advanced Natural Language Processing in Python and Cython. It's built on the very latest research, and was designed from day one to be used in real products. It comes with pre-trained statistical models and word vectors, and currently supports tokenization for 49+ languages.
It provides general-purpose architectures (BERT, GPT-2, RoBERTa, XLM, DistilBert, XLNet…) for Natural Language Understanding (NLU) and Natural Language Generation (NLG) with over 32+ pretrained models in 100+ languages and deep interoperability between TensorFlow 2.0 and PyTorch.
rasa NLU
rasa NLU (Natural Language Understanding) is a tool for intent classification and entity extraction. You can think of rasa NLU as a set of high level APIs for building your own language parser using existing NLP and ML libraries.
It is a Python library for topic modelling, document indexing and similarity retrieval with large corpora. Target audience is the natural language processing (NLP) and information retrieval (IR) community.
Amazon Comprehend
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to discover insights from text. Amazon Comprehend provides Keyphrase Extraction, Sentiment Analysis, Entity Recognition, Topic Modeling, and Language Detection APIs so you can easily integrate natural language processing into your applications.
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