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word-sense-disambiguation

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Management of lexicographic resources with the aim of builing a sense inventory. Collab with the ELEXIS project through ILC-CNR for my Bachelor Thesis in Digital Humanities. The Sense Inventory has been published as a resource in the Home Repository of ILC4CLARIN ⬇️

  • Updated Sep 19, 2023
  • Python

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.

  • Updated Aug 17, 2023
  • Python

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