Exploration of word embeddings with graph-based context adaptation for enhanced word vectors

T Sandhu - 2024 - search.proquest.com
In the aspect of information storage, text assumes a central role, necessitating streamlined
and effective methods for swift retrieval. Among various text representations, the vector form …

Analysis comparison of FastText and Word2vec for detecting offensive language

R Lumbantoruan, RU Siregar, I Manik… - … of Computer Science …, 2022 - ieeexplore.ieee.org
Twitter is one of the most popular platforms for sharing opinions, ideas, feelings and
information. Tweets on Twitter may have language that is similar to that of a group or …

Advancements in Word Embeddings: A Comprehensive Survey and Analysis

K Das, F Abid - Proceedings of the Pakistan Academy of Sciences: A …, 2024 - ppaspk.org
In recent years, the field of Natural Language Processing (NLP) has seen significant growth
in the study of word representation, with word embeddings proving valuable for various NLP …

Word Embeddings for Constructive Comments Classification

D Uribe - Journal of Physics: Conference Series, 2021 - iopscience.iop.org
Word embeddings are so significant today that it is common to see their application in
multiple natural language tasks. Indeed, word embeddings as the first layer of a deep …