A simple tutoral for error correction task, based on Pytorch

Last update: Dec 03, 2022

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Deep Learning gramcorrector

Overview

gramcorrector

A simple tutoral for error correction task, based on Pytorch

Grammatical Error Detection (sentence-level)

a binary sequence-based classification task, use to predict if one sentence is grammatical.

Grammatical Error Detection (token-level)
a binary token-based classification task, a coarse version of error detection, not only predict if one sentence is grammatical, also output which token is wrong in an error sentence.

Spell Error Correction (Chinese)
use to correct spell error in chinese

Grammatical Error Correction
use to correct all type of errors

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Peiyuan Gong(BIT) [email protected]

Owner

peiyuan_gong

A Nlper, fiting!

GitHub Repository

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code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification

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Compute FID scores with PyTorch.

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Codes for building and training the neural network model described in Domain-informed neural networks for interaction localization within astroparticle experiments.

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Generate vibrant and detailed images using only text.

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CVPR 2021 Challenge on Super-Resolution Space

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Source code and dataset of the paper "Contrastive Adaptive Propagation Graph Neural Networks forEfficient Graph Learning"

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1 Mar 12, 2022

A simple tutoral for error correction task, based on Pytorch

Related tags

Overview

gramcorrector

Connect

Owner

peiyuan_gong

Neural Turing Machines (NTM) - PyTorch Implementation

A library for preparing, training, and evaluating scalable deep learning hybrid recommender systems using PyTorch.

code for the ICLR'22 paper: On Robust Prefix-Tuning for Text Classification

End-to-End Speech Processing Toolkit

[ICCV2021] Learning to Track Objects from Unlabeled Videos

Compute FID scores with PyTorch.

Dynamica causal Bayesian optimisation

Codes for building and training the neural network model described in Domain-informed neural networks for interaction localization within astroparticle experiments.

Official repository for: Continuous Control With Ensemble DeepDeterministic Policy Gradients

Evidential Softmax for Sparse Multimodal Distributions in Deep Generative Models

JFB: Jacobian-Free Backpropagation for Implicit Models

Deep learning model, heat map, data prepo

Generate vibrant and detailed images using only text.

CVPR 2021 Challenge on Super-Resolution Space

1st Solution For ICDAR 2021 Competition on Mathematical Formula Detection

Source code and dataset of the paper "Contrastive Adaptive Propagation Graph Neural Networks forEfficient Graph Learning"

RepVGG: Making VGG-style ConvNets Great Again

TraND: Transferable Neighborhood Discovery for Unsupervised Cross-domain Gait Recognition.

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Morphable Detector for Object Detection on Demand