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annobase

Annobase is a tool that provides light-weight but comprehensive representations for text annotation.

boost-python-examples

Some examples for the use of boost::python

camr

Transition-based tree-to-graph AMR Parser

clab-autodiff-examples

Examples of using the adept autodifferentiation library for standard NLP learning problems

deep-coref

deep-siamese-text-similarity

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character embeddings

dependencytreernn

Dependency tree-based RNN

dynet

DyNet: The Dynamic Neural Network Toolkit

english-words

:memo: A text file containing 479k English words for fast search auto-completion / autosuggestion.

generative-models

Collection of generative models, e.g. GAN, VAE in Tensorflow, Keras, and Pytorch.

gigaword_conversion

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

lasagne

Lightweight library to build and train neural networks in Theano

lasagnenlp

NLP tools on Lasagne

libtree

Libtree is a general-purpose tree library implemented in Java to provide various tree data structures and data operations for them.

nn_coref

Neural Coref Models

pydecode

A dynamic programming toolkit.

qgstec2010

Resources from the Question Generation Shared Task & Evaluation Challenge 2010

relation-autoencoder

this is the code used in the paper "Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations"

richereventdescription

A living document with the guidelines for RED annotation, and any scripts useful for working with RED documents

stanford-corenlp-python

Python wrapper for Stanford CoreNLP tools v3.4.1

tagger

Named Entity Recognition Tool

tensorflow

Computation using data flow graphs for scalable machine learning

text-summarizer-pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

traversing_knowledge_graphs

vecdcs