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Lecture Notes in Networks and Systems(2)
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Communications in Computer and Information Science(1)
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Enabling the Latent Semantic Analysis of Large-Scale Information Retrieval Datasets by Means of Out-of-Core Heterogeneous Systems
Conference ObjectAbstract: Latent Semantic Analysis (LSA) has already been widely and successfully applied in many applicationsPalabras claves:Distributed System, GPU, Heterogeneous system, Information Retrieval, Latent Semantic Analysis, Multi-CPU, Parallel computing, Question answeringAutores:Barbosa-Santillan L.I., Gabriel A. León-Paredes, Pareja-Lora A.Fuentes:googlescopusA Multilingual Sentiment Analysis System for TikTok Comments in Spanish Using RoBERTa and LSTM
OtherAbstract: Social media platforms, particularly TikTok, have become an integral part of daily life for millionsPalabras claves:Deep learning, Multilingual Natural Language Processing, Parallel computing, Pytorch, sentiment analysis, Social media analysisAutores:Christian M. Buestan-Villa, Gabriel A. León-Paredes, Luis A. Alba-Narváez, Santiago M. Torres-CorderoFuentes:scopusNOVA: A Retrieval-Augmented Generation Assistant in Spanish for Parallel Computing Education with Large Language Models
ArticleAbstract: This work presents the development of NOVA, an educational virtual assistant designed for the ParallPalabras claves:Artificial Intelligence in education, Autonomous learning, educational virtual assistant, Large Language Models (LLMs), Parallel computing, retrieval-augmented generation (RAG), Spanish-language tutoring system, vector databasesAutores:Gabriel A. León-Paredes, Kelly Paltin-Guzman, Luis A. Alba-NarváezFuentes:scopusSentiment Analysis of Spanish Comments Using the BERT Model and Parallel Computing Techniques to Optimize and Evaluate the Acceptance of Content on YouTube
OtherAbstract: YouTube, one of the most visited platforms worldwide, generates immense data through user content anPalabras claves:BERT Model, data science, Machine Learning, Multilingual Natural Language Processing, Parallel computing, sentiment analysis, Social media analysis, Textual Data AnalysisAutores:Gabriel A. León-Paredes, John A. Sanmartín-Quituisaca, Paulina E. Azuero-AmbrosiFuentes:scopus