OnionNLP is a multilingual news summarization app built using the Ionic Framework.
Link: https://onionnlp.web.app/ (can be turned on upon request, currently off because I don't want to rack up a huge bill)
OnionNLP was built for language learners who wish to simplify articles for easier reading when learning a new language.
NLP algorithms perform extractive text summarization and clustering to find the most important sentences in the article.
Users can adjust the level of summarization.
List of things todo:
- More robust text preprocessing to extract sentences
- Neural coreference resolution
- Text simplification (turn more difficult words into simpler versions, or rewrite sentences to be simpler)
- Abstractive text summarization (similar to text simplication)
Currently supports articles in: English, Chinese