Luís Gonçalves's Projects
NILC-USP at SemEval-2017 Task 4: A Multi-view Ensemble for Twitter Sentiment Analysis
Sentence Embeddings with BERT & XLNet
Classificação de sentimentos usando Keras e redes neurais recorrentes LSTM
AAAI2020: SG-Net: Syntax-guided machine reading comprehension
official implementation for the paper "Simplifying Graph Convolutional Networks"
EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings
Handwritten Text Recognition (HTR) system implemented with TensorFlow.
Code implementation for "SK-Tree: a systematic malware detection algorithm on streaming trees via the signature kernel"
Tutorials and implementations for "Self-normalizing networks"
Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"
PyTorch implementation of residual gated graph ConvNets, ICLR’18
Spatiotemporal Attention Networks for Wind Power Forecasting
Portuguese translation of the SQuAD dataset
Implementation of SRGAN in Keras
sliced-rnn
add statistical annotations (pvalue significance) on an existing boxplot generated by seaborn boxplot
Learning Stylometric Representation for Authorship Analysis
Code accompanying the paper Effective Subword Segmentation for Text Comprehension
Code for the paper "Selecting Relevant Features from a Universal Representation for Few-shot Classification"
Linear Support Vector Machine from scratch with the Hinge Loss and Stochastic Gradient Descent
DeepMind's Tacotron-2 Tensorflow implementation
Repository to document results of an Tacotron 2 adaptation for brazilian portuguese.
Text classification using deep learning models in Pytorch
Graph Convolutional Networks for Text Classification. AAAI 2019
A Tensorflow 2.0 implementation of TabNet.
The project page of paper: Trusted Multi-View Classification [ICLR'2021 paper]