# Text Readability and Simplification

**Type:** Topics  
**Canonical URL:** https://picoportal.org/library/topics/text-readability-and-simplification/

## Facts

| Field | Value |
| --- | --- |
| Citations | 138,867 |
| Description | This cluster of papers focuses on automatic text simplification and readability assessment using machine learning, statistical language models, neural networks, and natural language processing techniques. The research covers areas such as sentence simplification, lexical simplification, complex word identification, and semantic simplification to improve the accessibility and comprehension of written text. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | https://openalex.org/T13629 |
| Works | 21,209 |

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://picoportal.org/library/researchers/yoshua-bengio/)
- [Ilya Sutskever](https://picoportal.org/library/researchers/ilya-sutskever/)
- [Christopher D. Manning](https://picoportal.org/library/researchers/christopher-d-manning/)
- [Oriol Vinyals](https://picoportal.org/library/researchers/oriol-vinyals/)
- [Jay B. Dean](https://picoportal.org/library/researchers/jay-b-dean/)
- [Quoc V. Le](https://picoportal.org/library/researchers/quoc-v-le/)
- [Dacheng Tao](https://picoportal.org/library/researchers/dacheng-tao/)
- [Greg S. Corrado](https://picoportal.org/library/researchers/greg-s-corrado/)
- [Tomáš Mikolov](https://picoportal.org/library/researchers/tomas-mikolov/)
- [James L. McClelland](https://picoportal.org/library/researchers/james-l-mcclelland/)
- [Jason Weston](https://picoportal.org/library/researchers/jason-weston/)
- [John C. Gore](https://picoportal.org/library/researchers/john-c-gore/)

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Source: PICO Portal — public research metadata, principally OpenAlex. See https://picoportal.org/library/sources/ for provenance and https://picoportal.org/library/methodology/ for what these figures mean.