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Hi there 🤗

I'm a data scientist at CESAR. I have a background in software engineering and my current focus is studying Natural Language Processing.

Projects

  • Brazilian Portuguese Part-of-Speech Tagger (Porttagger): code | demo
  • "Attention Is All You Need" from scratch with PyTorch: code

How to reach me

Emanuel Huber's Projects

ia2-assignment icon ia2-assignment

Trabalho para disciplina de Inteligência Artificial 2 - ICMC-USP

lal-parser icon lal-parser

Neural Adobe-UCSD Parser, the current State of the Art in Constituency and Dependency Parsing.

mlops-e2e icon mlops-e2e

MLOps End-to-End Example using Amazon SageMaker Pipeline, AWS CodePipeline and AWS CDK

models icon models

Models and examples built with TensorFlow

morphobr icon morphobr

Resources for morphological analysis of Portuguese

openvoronoi icon openvoronoi

2D voronoi diagram for point and line-segment sites using incremental topology-oriented algorithm. C++ with python bindings. Licensed under LGPL2.1.

porttagger icon porttagger

A Brazilian Portuguese part-of-speech tagger according to Universal Dependencies

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

subword-sequence-tagging icon subword-sequence-tagging

Code for the paper: Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation (ACL 2019)

tcc_leonardo_capellaro icon tcc_leonardo_capellaro

Arquivos utilizados no TCC do aluno Leonardo Capellaro para a análise de sentimentos e de tópicos em tweets das eleições presidenciais de 2018.

transformers icon transformers

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

tupe icon tupe

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.

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