AIRCC's International Journal of Computer Science and Information Technology

Open Access Open Access  Restricted Access Subscription Access

Dyslexic Reading Assistance with Language Processing Algorithms


Affiliations
1 Equifax, Atlanta, United States
 

The Dyslexic reading challenge is not completely resolved till date with advance learning algorithms. The need for breaking complex words and aiding the children to remember with hints is the need of the hour. The development of reading assistant with breakdown of complex words, using hints to remember backword and forward iterations, creative use of word cloud and using deep learning techniques to effectively tokenize and assist the struggling readers.

Keywords

Language Processing Algorithms, Deep Learning, Tokenization.
User
Notifications
Font Size

  • Sentence Simplification with Deep Reinforcement Learning | dress (xingxingzhang.github.io)

  • https://xingxingzhang.github.io/dress/

  • Understanding BERT — Word Embeddings | by Dharti Dhami | Medium

  • https://medium.com/@dhartidhami/understanding-bert-word-embeddings-7dc4d2ea54ca

  • What is reinforcement learning? The complete guide - deepsense.ai

  • https://deepsense.ai/what-is-reinforcement-learning-the-complete-guide/

  • https://link.springer.com/article/10.1007/s10458-022-09548-8

  • https://pubmed.ncbi.nlm.nih.gov/17300757/

  • Deep Reinforcement Learning Training Accuracy - Stack Overflow

  • https://stackoverflow.com/questions/56446182/deep-reinforcement-learning-training-accuracy https://www.sciencedirect.com/science/article/abs/pii/S0925231221015265

  • Data-Driven Sentence Simplification: Survey and Benchmark | Computational Linguistics | MIT Press

  • https://direct.mit.edu/coli/article/46/1/135/93384/Data-Driven-Sentence-Simplification-Survey-andShort Biography


Abstract Views: 247

PDF Views: 114




  • Dyslexic Reading Assistance with Language Processing Algorithms

Abstract Views: 247  |  PDF Views: 114

Authors

Sharada Lakshmanan
Equifax, Atlanta, United States

Abstract


The Dyslexic reading challenge is not completely resolved till date with advance learning algorithms. The need for breaking complex words and aiding the children to remember with hints is the need of the hour. The development of reading assistant with breakdown of complex words, using hints to remember backword and forward iterations, creative use of word cloud and using deep learning techniques to effectively tokenize and assist the struggling readers.

Keywords


Language Processing Algorithms, Deep Learning, Tokenization.

References