Annotated Sentence Processing Library
An implementation of the EMNLP 2023 paper 'Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation'
Annotated Sentence Processing Library
Repo for the paper "MWE as WSD: Solving Multi-Word Expression Identification with Word Sense Disambiguation"
In-depth exploration of sentiment analysis on movie reviews with two different approaches: supervised learning, using techniques like BoW; and unsupervised, using SentiWordnet and word sense disambiguation.
A multilingual open-text semantically annotated interlinked corpus
AnnotatedSentence Processing Library
Annotated Sentence Processing Library
A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation
Implemented a dictionary-based Word Sense Disambiguation(WSD) system that disambiguates the sense by comparing the definitions of the target word to the definitions of relevant words in the context. (Simple Lesk and Corpus Lesk)
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 ⬇️
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.
Word Sense Induction with BERT MLM
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