language_tool_python
spaCy
| language_tool_python | spaCy | |
|---|---|---|
| 5 | 106 | |
| 405 | 28,789 | |
| - | 0.8% | |
| 6.5 | 9.2 | |
| 25 days ago | 4 days ago | |
| Python | Python | |
| GNU General Public License v3.0 only | MIT License |
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language_tool_python
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Is there a tool to classify correct sentences?
If you are mainly concerned with grammatical errors, maybe the Language Tool could be helpful. There’s a python wrapper for it (https://github.com/jxmorris12/language_tool_python).
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How to be able to compute 'good' text. Not reader comprehension level but well structured etc.
Language Tool Python looks like it might be the start to what you're looking for - this article I found shows a pretty similar project in looking for a "grammar quality" sort of score.
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Python: How to capitalize a letter in the middle of a string?
Sure, you just need to import a library that codifies the entirety of the English language, such as language tool.
- Is there a python library or API that is able to check the grammar of a sentence?
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How to check a text document for grammatical accuracy?
You could use language_tool_python.
spaCy
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Step by step guide to create customized chatbot by using spaCy (Python NLP library)
Hi Community, In this article, I will demonstrate below steps to create your own chatbot by using spaCy (spaCy is an open-source software library for advanced natural language processing, written in the programming languages Python and Cython):
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Best AI SEO Tools for NLP Content Optimization
SpaCy: An open-source library providing tools for advanced NLP tasks like tokenization, entity recognition, and part-of-speech tagging.
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Who has the best documentation you’ve seen or like in 2023
spaCy https://spacy.io/
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A beginner’s guide to sentiment analysis using OceanBase and spaCy
In this article, I'm going to walk through a sentiment analysis project from start to finish, using open-source Amazon product reviews. However, using the same approach, you can easily implement mass sentiment analysis on your own products. We'll explore an approach to sentiment analysis with one of the most popular Python NLP packages: spaCy.
- Retrieval Augmented Generation (RAG): How To Get AI Models Learn Your Data & Give You Answers
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Against LLM Maximalism
Spacy [0] is a state-of-art / easy-to-use NLP library from the pre-LLM era. This post is the Spacy founder's thoughts on how to integrate LLMs with the kind of problems that "traditional" NLP is used for right now. It's an advertisement for Prodigy [1], their paid tool for using LLMs to assist data labeling. That said, I think I largely agree with the premise, and it's worth reading the entire post.
The steps described in "LLM pragmatism" are basically what I see my data science friends doing — it's hard to justify the cost (money and latency) in using LLMs directly for all tasks, and even if you want to you'll need a baseline model to compare against, so why not use LLMs for dataset creation or augmentation in order to train a classic supervised model?
[0] https://spacy.io/
[1] https://prodi.gy/
- Swirl: An open-source search engine with LLMs and ChatGPT to provide all the answers you need 🌌
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How to predict this sequence?
spaCy
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What do you all think about (setq sentence-end-double-space nil)?
I chose spacy. Although it's not state of the art, it's very well established and stable.
- spaCy: Industrial-Strength Natural Language Processing
What are some alternatives?
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
TextBlob - Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.
Gramformer - A framework for detecting, highlighting and correcting grammatical errors on natural language text. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
PyLFG - PyLFG is a Python library for working within the Lexical Functional Grammar (LFG) formalism. It provides a set of classes and methods for representing and manipulating LFG structures, including f-structures and c-structures.
NLTK - NLTK Source
jina - ☁️ Build multimodal AI applications with cloud-native stack
BERT-NER - Pytorch-Named-Entity-Recognition-with-BERT
textidote - Spelling, grammar and style checking on LaTeX documents
polyglot - Multilingual text (NLP) processing toolkit
angry-reviewer - Style corrector for academic writing and scientific papers at angryreviewer.com
textacy - NLP, before and after spaCy