Zein Shaheen's Projects
A curated list of recent models of text generation and application
A multilingual dialog corpus
The 3rd edition of course.fast.ai
Notes and experiments to understand deep learning concepts
Tasks implemented by me in deep learning- exercises, architectures ..
Methods of experimental data processing
Implementation for hamming code in python
TensorFlow implementation of "A Hybrid Convolutional Variational Autoencoder for Text Generation"
Text Variational Autoencoder inspired by the paper 'Generating Sentences from a Continuous Space' Bowman et al. https://arxiv.org/abs/1511.06349
The codes of paper "Long Text Generation via Adversarial Training with Leaked Information" on AAAI 2018. Text generation using GAN and Hierarchical Reinforcement Learning.
Multi Label Text Classification for Legal documents. Work on mono-lingual and multilingual parallel data
LegalCrawler: A tool for automated scraping of English legal corpora
Dataset extracted by analyzing and processing Lenta news dataset for Russian Language, to be used in my research for text generation
Used to collect exercises about linear regression and models from tutorials for archiving issues and to find out information faster when needed
Practical part of parallel computing course 2015 - Tishreen University
PyTorch Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
Theano code for experiments in the paper "A Hybrid Convolutional Variational Autoencoder for Text Generation."
A text generation benchmarking platform
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
TensorFlow implementation of Neural Variational Inference for Text Processing
Repository for paper ZERO-SHOT LEGAL NAMED ENTITIES RECOGNITION FOR RUSSIAN LANGUAGE