whitebeard10/Text-Summarizer-with-WSD
This project is a text summarization system that leverages word sense disambiguation and pre-trained T5 models. It identifies and summarizes repeating words with different meanings, using spaCy for NLP and an n-gram model for candidate word selection. It compares summaries using Rouge scores and outputs the best one. Written in Python with Flask.
No commits in the last 6 months.
Stars
6
Forks
1
Language
Python
License
—
Category
Last pushed
Aug 17, 2023
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/nlp/whitebeard10/Text-Summarizer-with-WSD"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
fdzsergio/Reductio
Automatic summarizer text in Swift
jjangsangy/ExplainToMe
Automatic Web Article Summarizer
SwapnikKatkoori/node-summarizer
A simple node module that allows users to summarize text
PhantomInsights/summarizer
A Reddit bot that summarizes news articles written in Spanish or English. It uses a custom built...
kariminf/allsummarizer
Multilingual automatic text summarizer using statistical approach and extraction