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Name: Julio C. Rangel

Type: User

Bio: Computer Scientist

Location: Tokyo

Hey!

As a researcher in Artificial Intelligence, I focus on Natural Language Processing (NLP) and Data Science. My work involves using Large Language Models (LLMs) for converting natural language into structured query languages to enhance specialized knowledge domain question-and-answer systems.

I also contribute to Neural Information Retrieval by developing semantic search engines that integrate exact match and semantic similarity methods for improved information retrieval. Additionally, my research includes advancing long text analysis, few-shot/zero-shot document classification, and exploring novel NLP tasks, with a keen interest in retrieval-augmented language models.

My research endeavors aim to contribute to AI and computational science through innovative and practical solutions, encompassing ontologies, semantic web, and knowledge graph integration in AI systems.

Julio C. Rangel's Projects

ai-for-trading

Udacity nanodegree: AI for Trading

biobert-pytorch

PyTorch Implementation of BioBERT

complex-expression

Evaluate complex number expression

coursera-sequence-models

coursera sequence models

cs224w_graphs

deepeventmine_fork

DeepEventMine: End-to-end Neural Nested Event Extraction from Biomedical Texts

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dual-encoder-with-bert

filiberto

flair

A very simple framework for state-of-the-art Natural Language Processing (NLP)

$fractals icon$ fractals

Some simple code for fractals

jcrangel

jcrangel.github.io

kanjigenin

keras-gradcam

Keras implementation of GradCAM.

mamba

mitocondria_classification

Mitocondrias classificator

num_a_letras

obonet

OBO-formatted ontologies → networkx (Python 3)

ontonerd

ontonerd-1

periodic_fix_points

https://doi.org/10.1016/j.amc.2014.03.054

pubmed_data_task

python_vs_cpp_stiff_solver

Speed comparison python and c++ solving Stiff ODE systems

pytorchgeometrictutorial

Pytorch Geometric Tutorials

saliva-image-pred

text-gen

Another text generator with keras

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

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