Erick Fonseca

nlpnet. A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.

autoencoder. Text autoencoder with LSTMs

treernn. Recurrent Neural Networks with tree structure in Tensorflow

multiffn-nli. Implementation of the multi feed-forward network architecture by Parikh et al. (2016) for Natural Language Inference.

ppdb. Interface for reading the Paraphrase Database (PPDB)

dicionariosIBGE. Dicionários de dados para as pesquisas PNAD, PME e POF do IBGE.

ptwiki2text. Python scripts to read a Portuguese Wikipedia XML dump file, parse it and generate plain text files.

assin. Evaluation and baseline scripts for the ASSIN shared task.

infernal. A model for handcrafted feature-based Natural Language Inference

tutorials. Tutorials and examples for machine learning and NLP problems

pytorch-lecture. Introductory lecture on Pytorch

count-keywords. Script para contagem de palavras chave em arquivos de texto

unitex-lemmatizer. A simple lemmatizer based on Unitex word lists

nlpnetgui. A Graphical User Interface for using the nlpnet system. It is built with wxpython, which should run on any platform.