Popular GitHub Repositories for Word Sense Disambiguation

Sentiment Classification using Word Sense Disambiguation

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

Word Sense Induction with BERT MLM

Universal Semantic Annotator (LREC 2022)

WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)

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.