10 citations · 17 across the 12 of their papers we have counts for
4 papers · 1 filter
Best Practices for Convolutional Neural Networks Applied to Object Recognition in Images
Anderson de Andrade
This research project studies the impact of convolutional neural networks (CNN) in image classification tasks. We explore different architectures and training configurations with t…
A Comparison of Neural Network Training Methods for Text Classification
Anderson de Andrade
We study the impact of neural networks in text classification. Our focus is on training deep neural networks with proper weight initialization and greedy layer-wise pretraining. Re…
DENS: A Dataset for Multi-class Emotion Analysis
Chen Liu, Muhammad Osama, Anderson de Andrade
We introduce a new dataset for multi-class emotion analysis from long-form narratives in English. The Dataset for Emotions of Narrative Sequences (DENS) was collected from both cla…
Exploring Multilingual Syntactic Sentence Representations
Chen Liu, Anderson de Andrade, Muhammad Osama
We study methods for learning sentence embeddings with syntactic structure. We focus on methods of learning syntactic sentence-embeddings by using a multilingual parallel-corpus au…