Qing's Blog

Project link:https://github.com/kkie02/GSOC22_Tools-for-improving-subtitle-caption-quality

Grammar Checker

Small test about building grammar checker

If you want to get a brief knowledge about all related information of GEC (Grammatical Error Correction), you can look at this github repository. I also want to find some better methods by reading ...

Posted by Qing on August 27, 2022

Spell Checker 4: Python Implementation

Merge all components into Python

Index Introduction Hunspell’s Python Implementation Cospell Summary Introduction I have found a good NER model and extended the dictionary on demand. They are all finished by using p...

Posted by Qing on August 13, 2022

Spell Checker 3: Expand Hunspell

Extend current Hunspell to get better performance

Index Recap Hunspell Dictionaries Combine Dictionaries Extend Dictionary Summary Recap In the past 2 weeks, I found a good NER model for the project. By this way, many special enti...

Posted by Qing on July 26, 2022

Spell Checker 2: NER Model

Choose right NER model for the project

Index Dataset Model Choice BERT LSTM-CRF SpaCy Summary NER is the abbrevation of Named Entity Recognition, it is a standard Natural Language Processing pr...

Posted by Qing on June 28, 2022

Spell Checker 1: Demand Analysis

A brief overview about spell checkers

Index This page describes the keypoint of the spell checker implemented in the project. Background Problem Analysis Wrong Predictions Mismarked English Words Speci...

Posted by Qing on June 21, 2022

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GSOC22 Spell Checker
ABOUT ME

My name is Qing. I am researching on topic about multilingual lanuguage model in German. For this GSOC project 2022, I am foucusing on building a better spell checker for Red Hen Lab.

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