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Zein Shaheen's Projects

deeplearning icon deeplearning

Tasks implemented by me in deep learning- exercises, architectures ..

hybrid_textvae icon hybrid_textvae

TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"

leakgan icon leakgan

The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.

legal-docs-large-mltc icon legal-docs-large-mltc

Multi Label Text Classification for Legal documents. Work on mono-lingual and multilingual parallel data

legalcrawler icon legalcrawler

LegalCrawler: A tool for automated scraping of English legal corpora

lenta_short_sentences icon lenta_short_sentences

Dataset extracted by analyzing and processing Lenta news dataset for Russian Language, to be used in my research for text generation

ml-regression icon ml-regression

Used to collect exercises about linear regression and models from tutorials for archiving issues and to find out information faster when needed

sentence-vae icon sentence-vae

PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349

seqgan-lentashortsentences icon seqgan-lentashortsentences

A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)

textgenrnn icon textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

textvae icon textvae

Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."

texygen icon texygen

A text generation benchmarking platform

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

zero-shot-ner icon zero-shot-ner

Repository for paper ZERO-SHOT LEGAL NAMED ENTITIES RECOGNITION FOR RUSSIAN LANGUAGE

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