gector
Gramformer
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| gector | Gramformer | |
|---|---|---|
| 2 | 5 | |
| 863 | 1,440 | |
| 1.4% | - | |
| 0.0 | 0.0 | |
| 9 months ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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gector
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ML application for grammar correction
If you capture it, you might as well correct it. Check out Gramformer or Grammarly's Gector. You can do scoring based on number of mistakes proposed by these models i.e. the fewer, the better.
- Is there any way to detect grammatical errors and classify text as being either grammatically correct/incorrect?
Gramformer
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I started an internet experiment about writing. It is a book written entirely by internet users. Everyone can continue the story written by others.
You could spin up an instance with something like https://github.com/PrithivirajDamodaran/Gramformer and then just run the entries threw it.
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Creating pharaphrased texts from input
A paraphraser for any input text using the wonderful parrot library from https://github.com/PrithivirajDamodaran
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What is the best solution to automatically preprocess and correct a LOT of English text?
Gramformer can be useful.
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ML application for grammar correction
If you capture it, you might as well correct it. Check out Gramformer or Grammarly's Gector. You can do scoring based on number of mistakes proposed by these models i.e. the fewer, the better.
- Is there any way to detect grammatical errors and classify text as being either grammatically correct/incorrect?
What are some alternatives?
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nylon - An intelligent, flexible grammar of machine learning.
spark-nlp - State of the Art Natural Language Processing
language_tool_python - a free python grammar checker 📝✅
DeBERTa - The implementation of DeBERTa
Lark - Lark is a parsing toolkit for Python, built with a focus on ergonomics, performance and modularity.
happy-transformer - Happy Transformer makes it easy to fine-tune and perform inference with NLP Transformer models.
kefir - 🥛turkic morphology project
adaptnlp - An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.
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.
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
plotnine - A Grammar of Graphics for Python