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Viet Thang Luong's Projects

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Georgia Tech graduate seminar on computational social science

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Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

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Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

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Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong performance on semantic similarity tasks without any training or tuning on the training data for those tasks. They also can produce features that are at least as discriminative as skip-thought vectors for semantic similarity tasks at a minimum. Moreover, this code can achieve state-of-the-art results on entailment and sentiment tasks.

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Code for paper "Exploring Models and Data for Image Question Answering"

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code for Stacked attention networks for image question answering

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Reranking-based dependency parsing with inside-outside recursive neural network

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Build a Jekyll blog in minutes, without touching the command line.

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Open-Source Web GUI for Apache Kafka Management

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

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A content-first, sliding sidebar theme for Jekyll.

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long short-term memory for recursive neural network model

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Maximum Entropy Modeling Toolkit for Python and C++

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End-To-End Memory Networks in Theano

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Theano implementation of Memory Networks

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Matrix-Vector Recursive Neural Networks

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Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.

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